yolo_model.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import cv2\n",
    "import splitfolders\n",
    "import tensorflow as tf\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.patches as patches\n",
    "import shutil\n",
    "import tensorflow_ranking as tfr\n",
    "import scipy\n",
    "import torch\n",
    "import seaborn\n",
    "from tensorflow.python.client import device_lib\n",
    "from tensorflow.keras.applications import VGG16\n",
    "from tensorflow import keras\n",
    "from tensorflow.keras import regularizers\n",
    "from tensorflow.python.keras import backend as K\n",
    "from tensorflow.keras import layers\n",
    "from tensorflow.keras.layers import (\n",
    "    Dense,\n",
    "    Dropout,\n",
    "    Conv2D,\n",
    "    Add,\n",
    "    GlobalAveragePooling2D,\n",
    "    ZeroPadding2D,\n",
    ")\n",
    "from tensorflow.keras.layers import Activation, Input, MaxPool2D, concatenate\n",
    "from tensorflow.keras.layers import (\n",
    "    Reshape,\n",
    "    Lambda,\n",
    "    Flatten,\n",
    "    BatchNormalization,\n",
    "    LeakyReLU,\n",
    ")\n",
    "from tensorflow.keras.utils import plot_model\n",
    "from tensorflow.keras.layers.experimental.preprocessing import RandomFlip\n",
    "from tensorflow.keras.models import Sequential, Model\n",
    "from tensorflow.keras import models\n",
    "from tensorflow.keras.optimizers import Adam as Adam\n",
    "from tensorflow.keras.metrics import MeanIoU, AUC, Precision, Recall\n",
    "from tensorflow_ranking.python.keras.metrics import MeanAveragePrecisionMetric\n",
    "from tensorflow.keras.preprocessing.image import ImageDataGenerator\n",
    "from tensorflow.keras.callbacks import EarlyStopping\n",
    "from tensorflow.keras import initializers\n",
    "from tensorflow.keras.models import load_model\n",
    "from tensorflow.keras.preprocessing.image import img_to_array\n",
    "from tensorflow.keras.preprocessing.image import load_img\n",
    "from sklearn.metrics import average_precision_score\n",
    "from roboflow import Roboflow\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\u001b[34m\u001b[1mtrain: \u001b[0mweights=yolov5s.pt, cfg=, data=/home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/data.yaml, hyp=yolov5/data/hyps/hyp.scratch-low.yaml, epochs=100, batch_size=32, imgsz=224, rect=False, resume=False, nosave=False, noval=False, noautoanchor=False, noplots=False, evolve=None, bucket=, cache=ram, image_weights=False, device=, multi_scale=False, single_cls=False, optimizer=SGD, sync_bn=False, workers=8, project=yolov5/runs/train, name=exp, exist_ok=False, quad=False, cos_lr=False, label_smoothing=0.0, patience=100, freeze=[0], save_period=-1, seed=0, local_rank=-1, entity=None, upload_dataset=False, bbox_interval=-1, artifact_alias=latest\n",
      "\u001b[34m\u001b[1mgithub: \u001b[0m⚠️ YOLOv5 is out of date by 153 commits. Use `git pull` or `git clone https://github.com/ultralytics/yolov5` to update.\n",
      "YOLOv5 🚀 v6.1-348-g0669f1b Python-3.9.0 torch-1.12.1+cu102 CUDA:0 (NVIDIA GeForce RTX 2080 Ti, 11016MiB)\n",
      "\n",
      "\u001b[34m\u001b[1mhyperparameters: \u001b[0mlr0=0.01, lrf=0.01, momentum=0.937, weight_decay=0.0005, warmup_epochs=3.0, warmup_momentum=0.8, warmup_bias_lr=0.1, box=0.05, cls=0.5, cls_pw=1.0, obj=1.0, obj_pw=1.0, iou_t=0.2, anchor_t=4.0, fl_gamma=0.0, hsv_h=0.015, hsv_s=0.7, hsv_v=0.4, degrees=0.0, translate=0.1, scale=0.5, shear=0.0, perspective=0.0, flipud=0.0, fliplr=0.5, mosaic=1.0, mixup=0.0, copy_paste=0.0\n",
      "\u001b[34m\u001b[1mWeights & Biases: \u001b[0mrun 'pip install wandb' to automatically track and visualize YOLOv5 🚀 runs (RECOMMENDED)\n",
      "\u001b[34m\u001b[1mTensorBoard: \u001b[0mStart with 'tensorboard --logdir yolov5/runs/train', view at http://localhost:6006/\n",
      "Overriding model.yaml nc=80 with nc=1\n",
      "\n",
      "                 from  n    params  module                                  arguments                     \n",
      "  0                -1  1      3520  models.common.Conv                      [3, 32, 6, 2, 2]              \n",
      "  1                -1  1     18560  models.common.Conv                      [32, 64, 3, 2]                \n",
      "  2                -1  1     18816  models.common.C3                        [64, 64, 1]                   \n",
      "  3                -1  1     73984  models.common.Conv                      [64, 128, 3, 2]               \n",
      "  4                -1  2    115712  models.common.C3                        [128, 128, 2]                 \n",
      "  5                -1  1    295424  models.common.Conv                      [128, 256, 3, 2]              \n",
      "  6                -1  3    625152  models.common.C3                        [256, 256, 3]                 \n",
      "  7                -1  1   1180672  models.common.Conv                      [256, 512, 3, 2]              \n",
      "  8                -1  1   1182720  models.common.C3                        [512, 512, 1]                 \n",
      "  9                -1  1    656896  models.common.SPPF                      [512, 512, 5]                 \n",
      " 10                -1  1    131584  models.common.Conv                      [512, 256, 1, 1]              \n",
      " 11                -1  1         0  torch.nn.modules.upsampling.Upsample    [None, 2, 'nearest']          \n",
      " 12           [-1, 6]  1         0  models.common.Concat                    [1]                           \n",
      " 13                -1  1    361984  models.common.C3                        [512, 256, 1, False]          \n",
      " 14                -1  1     33024  models.common.Conv                      [256, 128, 1, 1]              \n",
      " 15                -1  1         0  torch.nn.modules.upsampling.Upsample    [None, 2, 'nearest']          \n",
      " 16           [-1, 4]  1         0  models.common.Concat                    [1]                           \n",
      " 17                -1  1     90880  models.common.C3                        [256, 128, 1, False]          \n",
      " 18                -1  1    147712  models.common.Conv                      [128, 128, 3, 2]              \n",
      " 19          [-1, 14]  1         0  models.common.Concat                    [1]                           \n",
      " 20                -1  1    296448  models.common.C3                        [256, 256, 1, False]          \n",
      " 21                -1  1    590336  models.common.Conv                      [256, 256, 3, 2]              \n",
      " 22          [-1, 10]  1         0  models.common.Concat                    [1]                           \n",
      " 23                -1  1   1182720  models.common.C3                        [512, 512, 1, False]          \n",
      " 24      [17, 20, 23]  1     16182  models.yolo.Detect                      [1, [[10, 13, 16, 30, 33, 23], [30, 61, 62, 45, 59, 119], [116, 90, 156, 198, 373, 326]], [128, 256, 512]]\n",
      "Model summary: 270 layers, 7022326 parameters, 7022326 gradients\n",
      "\n",
      "Transferred 343/349 items from yolov5s.pt\n",
      "\u001b[34m\u001b[1mAMP: \u001b[0mchecks passed ✅\n",
      "Scaled weight_decay = 0.0005\n",
      "\u001b[34m\u001b[1moptimizer:\u001b[0m SGD with parameter groups 57 weight (no decay), 60 weight, 60 bias\n",
      "\u001b[34m\u001b[1mtrain: \u001b[0mScanning '/home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Proje\u001b[0m\n",
      "\u001b[34m\u001b[1mtrain: \u001b[0mCaching images (0.9GB ram): 100%|██████████| 5827/5827 [00:01<00:00, 3680\u001b[0m\n",
      "\u001b[34m\u001b[1mval: \u001b[0mScanning '/home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project\u001b[0m\n",
      "\u001b[34m\u001b[1mval: \u001b[0mCaching images (0.3GB ram): 100%|██████████| 1665/1665 [00:00<00:00, 2243.8\u001b[0m\n",
      "Plotting labels to yolov5/runs/train/exp16/labels.jpg... \n",
      "\n",
      "\u001b[34m\u001b[1mAutoAnchor: \u001b[0m2.93 anchors/target, 0.998 Best Possible Recall (BPR). Current anchors are a good fit to dataset ✅\n",
      "Image sizes 224 train, 224 val\n",
      "Using 8 dataloader workers\n",
      "Logging results to \u001b[1myolov5/runs/train/exp16\u001b[0m\n",
      "Starting training for 100 epochs...\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "      0/99    0.895G   0.09157  0.004144         0         7       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665   5.41e-05     0.0162   2.75e-05   6.58e-06\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "      1/99      1.2G   0.08118  0.004333         0         3       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665    0.00186      0.559    0.00415   0.000895\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "      2/99      1.2G   0.07274  0.004367         0         4       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665     0.0179    0.00781    0.00301   0.000602\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "      3/99      1.2G   0.06927  0.004194         0         4       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665     0.0795      0.115     0.0294    0.00643\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "      4/99      1.2G   0.06353  0.004136         0         2       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665     0.0903     0.0817     0.0304    0.00634\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "      5/99      1.2G   0.06158  0.004216         0         7       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665       0.12      0.118     0.0454    0.00957\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "      6/99      1.2G   0.06082  0.004146         0         3       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.184      0.176     0.0891     0.0213\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "      7/99      1.2G    0.0579   0.00407         0         3       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.255      0.208      0.139     0.0345\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "      8/99      1.2G   0.05635  0.004114         0         5       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.295       0.24      0.156     0.0396\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "      9/99      1.2G   0.05705  0.004125         0         8       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.268      0.194      0.136     0.0304\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     10/99      1.2G   0.05367  0.004135         0         3       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.294      0.248      0.184     0.0525\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     11/99      1.2G   0.05299  0.004109         0         3       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665       0.35      0.256      0.208     0.0538\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     12/99      1.2G   0.05376   0.00403         0         3       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.411      0.341      0.312     0.0936\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     13/99      1.2G   0.05033  0.004073         0         4       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.408      0.337        0.3     0.0824\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     14/99      1.2G   0.05078  0.004012         0         4       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.361      0.324      0.259       0.07\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     15/99      1.2G   0.04885   0.00397         0         2       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.423      0.339      0.298     0.0793\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     16/99      1.2G   0.04958  0.003943         0         3       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.422      0.333        0.3     0.0808\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     17/99      1.2G   0.04974  0.003889         0         4       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.452      0.375      0.359     0.0994\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     18/99      1.2G   0.04844  0.003984         0         5       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.486      0.397      0.372      0.096\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     19/99      1.2G   0.04877  0.003815         0         5       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.395      0.365      0.308     0.0896\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     20/99      1.2G   0.04691  0.003884         0         3       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.524      0.444      0.431       0.13\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     21/99      1.2G   0.04588  0.003912         0         4       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.555      0.456      0.456       0.14\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     22/99      1.2G   0.04692  0.003836         0         5       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.527      0.446      0.448      0.137\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     23/99      1.2G   0.04541  0.003754         0         3       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.587      0.475      0.478      0.151\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     24/99      1.2G   0.04331  0.003733         0         4       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.632        0.5      0.518      0.167\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     25/99      1.2G   0.04373  0.003697         0         3       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.472      0.386      0.365     0.0993\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     26/99      1.2G   0.04319  0.003764         0         3       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.641      0.495      0.537      0.173\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     27/99      1.2G   0.04485  0.003738         0         6       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.613      0.533       0.53      0.175\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     28/99      1.2G   0.04382  0.003706         0         5       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.547      0.422      0.408       0.12\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     29/99      1.2G   0.04314  0.003629         0         2       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.658      0.521      0.554      0.173\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     30/99      1.2G   0.04173  0.003613         0         1       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665       0.64      0.545      0.561      0.172\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     31/99      1.2G   0.04143  0.003573         0         3       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.661      0.566      0.578      0.178\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     32/99      1.2G   0.04205  0.003563         0         6       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.671      0.603      0.604      0.204\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     33/99      1.2G   0.04124  0.003562         0         4       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.666      0.573      0.595      0.199\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     34/99      1.2G   0.04005  0.003553         0         2       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.675      0.568      0.604      0.199\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     35/99      1.2G   0.03915  0.003487         0         5       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.721      0.628      0.672      0.228\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     36/99      1.2G   0.03922  0.003419         0         8       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.693      0.597      0.621      0.203\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     37/99      1.2G   0.03896  0.003458         0         4       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.714      0.619      0.643      0.214\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     38/99      1.2G   0.03844  0.003434         0         5       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665       0.69      0.608      0.625      0.201\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     39/99      1.2G   0.03931  0.003392         0         4       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.778      0.631      0.693      0.238\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     40/99      1.2G   0.03852   0.00344         0         5       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665       0.74      0.635      0.684      0.233\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     41/99      1.2G   0.03854  0.003292         0         4       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.757      0.641      0.696      0.247\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     42/99      1.2G   0.03807  0.003319         0         0       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665       0.77      0.677      0.731      0.256\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     43/99      1.2G   0.03802  0.003341         0         6       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.718       0.66      0.697      0.239\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     44/99      1.2G   0.03782  0.003297         0         2       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.785       0.71      0.752      0.264\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     45/99      1.2G   0.03689  0.003298         0         4       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665       0.79      0.709      0.755      0.272\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     46/99      1.2G    0.0376  0.003326         0         5       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.787      0.708       0.75       0.27\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     47/99      1.2G   0.03738  0.003351         0         5       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.811      0.691      0.751      0.275\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     48/99      1.2G   0.03735   0.00325         0         5       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.818      0.727      0.784      0.285\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     49/99      1.2G    0.0373  0.003227         0         6       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.793      0.727      0.765       0.27\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     50/99      1.2G   0.03671   0.00324         0         4       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.773      0.707      0.743      0.255\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     51/99      1.2G   0.03615  0.003145         0         3       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.822      0.736      0.782      0.293\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     52/99      1.2G   0.03607  0.003197         0         4       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.825      0.753      0.799      0.296\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     53/99      1.2G   0.03464  0.003172         0         7       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.817      0.771       0.81      0.304\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     54/99      1.2G   0.03498  0.003085         0         4       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.838      0.766       0.82        0.3\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     55/99      1.2G     0.036  0.003105         0         3       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.841      0.756      0.806      0.291\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     56/99      1.2G   0.03601  0.003106         0         2       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.856      0.759      0.816      0.303\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     57/99      1.2G    0.0351  0.003093         0         3       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.851      0.789      0.826      0.307\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     58/99      1.2G   0.03443  0.003121         0         5       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.843       0.79      0.843      0.313\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     59/99      1.2G   0.03492  0.003073         0         3       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.867      0.787      0.839      0.312\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     60/99      1.2G   0.03413  0.003036         0         3       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.865      0.792      0.842      0.312\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     61/99      1.2G   0.03467  0.002999         0         4       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.856      0.787      0.834      0.315\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     62/99      1.2G   0.03346  0.002972         0         5       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.852      0.794      0.835      0.313\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     63/99      1.2G   0.03309  0.002962         0         6       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.852      0.808      0.841      0.324\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     64/99      1.2G   0.03332  0.002933         0         3       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665       0.87      0.818      0.856       0.33\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     65/99      1.2G   0.03441  0.002995         0         4       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.878      0.811      0.856      0.334\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     66/99      1.2G   0.03287  0.002891         0         2       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.882      0.828      0.869       0.34\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     67/99      1.2G   0.03336  0.002949         0         7       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.882      0.819      0.856      0.328\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     68/99      1.2G   0.03275  0.002885         0         4       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.888      0.832      0.876      0.344\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     69/99      1.2G   0.03202  0.002851         0         3       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665       0.87      0.818      0.862      0.342\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     70/99      1.2G   0.03245  0.002927         0         8       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.896      0.841      0.885      0.353\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     71/99      1.2G   0.03269  0.002902         0         2       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665       0.88      0.834      0.873      0.348\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     72/99      1.2G   0.03245  0.002824         0         4       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.891      0.827       0.87      0.349\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     73/99      1.2G   0.03249  0.002822         0         2       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.896      0.849      0.885      0.356\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     74/99      1.2G   0.03169  0.002787         0         6       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.903      0.852      0.892      0.356\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     75/99      1.2G    0.0316  0.002796         0         4       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.894      0.846      0.885      0.353\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     76/99      1.2G   0.03183  0.002757         0         2       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.896      0.856      0.887      0.357\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     77/99      1.2G   0.03156  0.002783         0         6       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.904       0.84      0.884      0.358\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     78/99      1.2G    0.0309  0.002776         0         3       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.886      0.851       0.88      0.356\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     79/99      1.2G   0.03085  0.002754         0         5       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.885      0.853      0.887      0.367\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     80/99      1.2G   0.03044  0.002748         0         5       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.889      0.859      0.891      0.369\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     81/99      1.2G   0.03073  0.002742         0         6       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.914       0.85      0.892       0.37\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     82/99      1.2G   0.03138  0.002769         0         4       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.903      0.864      0.892      0.366\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     83/99      1.2G   0.03018  0.002728         0         4       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.913      0.863      0.896       0.37\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     84/99      1.2G   0.03007  0.002692         0         6       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.908      0.874      0.902       0.37\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     85/99      1.2G   0.03011  0.002678         0         7       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.916      0.868      0.899      0.369\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     86/99      1.2G   0.02944  0.002594         0         3       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.919      0.874      0.902      0.371\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     87/99      1.2G   0.02967  0.002649         0         4       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.924      0.872      0.903      0.377\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     88/99      1.2G   0.03004   0.00268         0         2       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.924      0.874      0.906      0.376\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     89/99      1.2G   0.02954  0.002615         0         5       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.922      0.876      0.908      0.381\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     90/99      1.2G   0.02948   0.00262         0         5       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.928      0.876      0.911      0.381\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     91/99      1.2G   0.02898  0.002582         0         2       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.933      0.878      0.911       0.38\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     92/99      1.2G   0.02921  0.002641         0         5       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.934      0.886      0.916      0.383\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     93/99      1.2G    0.0294  0.002604         0         5       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.933      0.889      0.917      0.383\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     94/99      1.2G   0.02883  0.002583         0         5       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.928      0.894      0.918      0.383\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     95/99      1.2G   0.02834  0.002584         0         6       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.931      0.892      0.921      0.384\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     96/99      1.2G   0.02853  0.002564         0         3       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.932      0.888      0.919      0.387\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     97/99      1.2G    0.0275  0.002592         0         7       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665       0.93      0.889      0.918      0.387\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     98/99      1.2G   0.02747  0.002574         0         2       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.929      0.889      0.918      0.389\n",
      "\n",
      "     Epoch   gpu_mem       box       obj       cls    labels  img_size\n",
      "     99/99      1.2G   0.02727  0.002502         0         2       224: 100%|███\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.928      0.886      0.917      0.389\n",
      "\n",
      "100 epochs completed in 0.784 hours.\n",
      "Optimizer stripped from yolov5/runs/train/exp16/weights/last.pt, 14.3MB\n",
      "Optimizer stripped from yolov5/runs/train/exp16/weights/best.pt, 14.3MB\n",
      "\n",
      "Validating yolov5/runs/train/exp16/weights/best.pt...\n",
      "Fusing layers... \n",
      "Model summary: 213 layers, 7012822 parameters, 0 gradients\n",
      "               Class     Images     Labels          P          R     mAP@.5 mAP@\n",
      "                 all       1665       1665      0.927      0.889      0.918      0.389\n",
      "Results saved to \u001b[1myolov5/runs/train/exp16\u001b[0m\n"
     ]
    }
   ],
   "source": [
    "!python '/home/lunet/conm/Desktop/Stenosis-Project/yolov5/{'train.py'}' --img 224 --batch 32 --epochs 100 --data {'/home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1'}/data.yaml --weights yolov5s.pt --cache ram"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\u001b[34m\u001b[1mdetect: \u001b[0mweights=['/home/lunet/conm/Desktop/Stenosis-Project/yolov5/runs/train/exp16/weights/best.pt'], source=/home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images, data=yolov5/data/coco128.yaml, imgsz=[224, 224], conf_thres=0.1, iou_thres=0.45, max_det=1000, device=, view_img=False, save_txt=False, save_conf=False, save_crop=False, nosave=False, classes=None, agnostic_nms=False, augment=False, visualize=False, update=False, project=yolov5/runs/detect, name=exp, exist_ok=False, line_thickness=3, hide_labels=False, hide_conf=False, half=False, dnn=False\n",
      "YOLOv5 🚀 v6.1-348-g0669f1b Python-3.9.0 torch-1.12.1+cu102 CUDA:0 (NVIDIA GeForce RTX 2080 Ti, 11016MiB)\n",
      "\n",
      "Fusing layers... \n",
      "Model summary: 213 layers, 7012822 parameters, 0 gradients\n",
      "image 1/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_002_5_0026_bmp.rf.d0bb523d7d58424c5b88c3006c5fb278.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 2/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_002_5_0027_bmp.rf.5343beaf31d7ebf4f52639c8c28fa6ef.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 3/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_002_5_0035_bmp.rf.cbe8b32cbfc42acd7aff59e5e72eff6b.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 4/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_002_5_0045_bmp.rf.2514ec12748c8b24955292ff5b57b56a.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 5/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_002_8_0014_bmp.rf.efb083e1512cba9c2d3313512b41d5ed.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 6/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_002_8_0015_bmp.rf.81f5eb35f04000987a6caf582a13e510.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 7/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_002_8_0022_bmp.rf.d092e3fdd203c664f4e3b9e536a1f952.jpg: 224x224 2 Stenosiss, Done. (0.004s)\n",
      "image 8/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_002_8_0025_bmp.rf.4241d204ca8a60254b801bc20beb62ec.jpg: 224x224 2 Stenosiss, Done. (0.004s)\n",
      "image 9/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_003_1_0001_bmp.rf.7c38945fd5f46c5c3923f53dae4b2718.jpg: 224x224 2 Stenosiss, Done. (0.004s)\n",
      "image 10/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_003_1_0002_bmp.rf.5e5d91ae68e4f05e94ba2ed6e9d11320.jpg: 224x224 2 Stenosiss, Done. (0.004s)\n",
      "image 11/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_003_1_0014_bmp.rf.84a17cf8497ab74c437597e4bbbbcaa3.jpg: 224x224 3 Stenosiss, Done. (0.004s)\n",
      "image 12/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_003_1_0015_bmp.rf.747051b9be9deb1b548d74ba2655557b.jpg: 224x224 3 Stenosiss, Done. (0.004s)\n",
      "image 13/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_003_1_0018_bmp.rf.b7deb16466d81e0f4b1b65e384b263aa.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 14/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_003_2_0025_bmp.rf.c4346d154f53b0202ca2161da307f509.jpg: 224x224 2 Stenosiss, Done. (0.004s)\n",
      "image 15/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_006_1_0052_bmp.rf.2f6a2de84a279a7349887467b469ae15.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 16/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_006_1_0086_bmp.rf.129fd5dda047d77833211d6b7edcae11.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 17/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_006_1_0094_bmp.rf.b937727529cabef0d0dfdc1cb3467738.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 18/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_006_1_0102_bmp.rf.58329c205ebd1ca450f4770d51f12829.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 19/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_006_1_0103_bmp.rf.305a554969d8e98192d199f0fe16ca62.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 20/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_006_1_0114_bmp.rf.b6e08c793bd680228b74e676309c6fc8.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 21/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_006_1_0122_bmp.rf.f097dd882b1b07778da4ca68fae61c98.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 22/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_006_1_0126_bmp.rf.e71b76d66cd70ed0c54061f44729c992.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 23/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_10_0057_bmp.rf.bbffdb842fe0cc4feffb4dab83f39d85.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 24/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_10_0066_bmp.rf.2d34ccdcb036f3cc75ba4338763ade7b.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 25/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_10_0072_bmp.rf.02a33643b470222786f9bddf00b6fe32.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 26/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_10_0082_bmp.rf.d720fd6c6e6edde6833eb0f4e5b2cb1c.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 27/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_10_0085_bmp.rf.e269662c99f88b3aff3a664429b375ec.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 28/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_3_0034_bmp.rf.b1a8aa8799bcdeb604e2206e1f5a7f54.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 29/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_3_0055_bmp.rf.9ce3162e4c869cf47466a3a3907959ce.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 30/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_3_0068_bmp.rf.70f3483ae25403efe43c8a22000375b3.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 31/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_5_0038_bmp.rf.826e38fcca1c629e278d0f070e779bd5.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 32/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_5_0042_bmp.rf.a9d8c4d72c7a10f9d60cfccba9b19de6.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 33/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_5_0048_bmp.rf.31f917e22aad4cbc346b7db744add411.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 34/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_5_0055_bmp.rf.0cac2c4f2d7502a93b8eed5dd8b166f8.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 35/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_5_0067_bmp.rf.ace2fb24ab6fb0dad16cd3933d9dab89.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 36/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_5_0075_bmp.rf.0a7b68a35292878110dbecec2144cc8a.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 37/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_5_0085_bmp.rf.33b5ce3e5789747db6c46eb80df9fae8.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 38/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_5_0087_bmp.rf.75b6b5daeb08f99fc2e88cc21bfa33e3.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 39/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_5_0094_bmp.rf.91e675773bf06d0915f3bdc2145cf49b.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 40/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_5_0109_bmp.rf.64b56ca5b8b0583670af706bc4d546a9.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 41/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_5_0117_bmp.rf.8acc32e295a9a43a8fe9ce8a4269516e.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 42/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_5_0124_bmp.rf.8b4eac0059cebf832c443c41e4b182a4.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 43/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_6_0033_bmp.rf.ac53dca602994d0ea863fe54777f14f6.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 44/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_6_0036_bmp.rf.3d94a9ca2fef0652a56e5367fa0f1631.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 45/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_6_0040_bmp.rf.b923d3a1e96a19b31250493382620294.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 46/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_6_0044_bmp.rf.c30eb2fc546a637d51dbc8096ca9b87a.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 47/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_6_0048_bmp.rf.036441dbd7fafb72c1a95374305d7cab.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 48/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_6_0059_bmp.rf.7fee73405d40869011b81e35685df50e.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 49/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_6_0067_bmp.rf.427b0e4e039fcc9b7da6b21aca0e0f4f.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 50/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_6_0082_bmp.rf.bcc85f84a9c64ac8394b573cd12c1a92.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 51/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_6_0091_bmp.rf.1e0a87ba5435ee65be6dd3f59d41f926.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 52/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_8_0034_bmp.rf.a436c6629e7ccd0d7b24144a34659474.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 53/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_8_0039_bmp.rf.f8bb7f2e40291342a87e9512a3e9178d.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 54/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_8_0041_bmp.rf.95389f47209fee444834000c9e2301a9.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 55/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_8_0045_bmp.rf.80ffbead7ac56ad78fc43d66d976f4dd.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 56/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_8_0071_bmp.rf.bbb37ef91f78116ace81777a3e8f3df2.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 57/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_8_0077_bmp.rf.753ccdba3d81189ab53d8b821c9ac29b.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 58/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_8_0081_bmp.rf.90529b976abd9fb81eb3dfca53cb09bd.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 59/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_8_0082_bmp.rf.8a8946af3762ec3b0ade84f0ac106abc.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 60/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_8_0108_bmp.rf.4a515de851a6bd3952ea4c9a34a1dd27.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 61/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_8_0112_bmp.rf.2ce075dd75cbfcaf4142027abd457e25.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 62/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_007_8_0113_bmp.rf.0e3e0fb2c62d40f3defd4dd0573dbf73.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 63/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_010_1_0015_bmp.rf.2669d882ee4ea63ca0ad9c188d9e264d.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 64/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_010_1_0022_bmp.rf.3663b021e010360055df83444e543766.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 65/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_010_1_0031_bmp.rf.f990f4c47ed10c821ff1cb4cd88f2299.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 66/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_010_1_0045_bmp.rf.0a647effdddf0f81d20609456d446729.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 67/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_010_6_0018_bmp.rf.88e606de4d50b32866a203e3ce216ab9.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 68/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_010_6_0032_bmp.rf.90d645fb759df27f079371d30c5644aa.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 69/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_010_6_0040_bmp.rf.0e80b7b722fd674d0c464d2fe32c0d7a.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 70/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_012_4_0025_bmp.rf.c325d55fec78c1a2b718e5b39fd36a1e.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 71/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_012_4_0027_bmp.rf.3fa3b11a186373534d72c23a03f5e794.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 72/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_012_4_0036_bmp.rf.040d94aa530c8635ae389117e0ff735e.jpg: 224x224 2 Stenosiss, Done. (0.004s)\n",
      "image 73/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_014_1_0023_bmp.rf.6ede89a91636c3d5e6213d19bbf6b776.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 74/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_015_1_0003_bmp.rf.8fe9fc36871260154bfc3c6bc5688777.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 75/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_015_1_0023_bmp.rf.469becb6af5d177bfa765ad476433be0.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 76/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_015_1_0026_bmp.rf.b1d115c23270dab81eaf104c88c25666.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 77/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_015_1_0040_bmp.rf.7cba50d1fe01dd7e0e59a51446d6fc9c.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 78/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_015_1_0049_bmp.rf.a9a57d9cb504bf44a994c3bea3f770e8.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 79/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_015_1_0050_bmp.rf.c1a708b617bab9232ad0a4322d4eb194.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 80/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_015_1_0066_bmp.rf.f3d1fba71b255728ccc76a2fa5399a33.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 81/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_016_1_0005_bmp.rf.9df43e36792a26e6f75f122c36a38c59.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 82/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_016_1_0006_bmp.rf.f563fa1134e0d809c199aff837b13adc.jpg: 224x224 2 Stenosiss, Done. (0.004s)\n",
      "image 83/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_016_1_0010_bmp.rf.2599c986a664d600cfa2e6452edd0a3b.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 84/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_016_1_0011_bmp.rf.a70703d7550f9b9cf6c96c9378d9de66.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 85/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_016_1_0018_bmp.rf.e48b3a6107f555264ae2489241f5d963.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 86/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_016_1_0034_bmp.rf.2981485311ba01701eab5bdf1a2aa8ec.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 87/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_016_1_0036_bmp.rf.dcba1dba2f761bbdb4870a0db0347881.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 88/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_016_1_0038_bmp.rf.96d2895a4a6250e1ae0d4a7dd6bb16ed.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 89/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_016_1_0062_bmp.rf.e89528f4918d0256e67e8122f5a72e84.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 90/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_018_6_0019_bmp.rf.a76ade97764fc3cfc6b7c2f789c917f8.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 91/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_018_6_0021_bmp.rf.a3fe7905cca6178cca6b7f136f0c9051.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 92/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_018_6_0025_bmp.rf.55e1d185933816bdd57dbfdab1848640.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 93/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_018_6_0054_bmp.rf.b87f33621a2e51f940d22139bdbf2118.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 94/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_018_6_0057_bmp.rf.de66f8fb2b38ecb62f0aebdd6d6dc0b0.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 95/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_018_8_0018_bmp.rf.e749798a4f7b2c5f4eea9c89e7743d56.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 96/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_018_8_0027_bmp.rf.a161207976814713244e823d2f23d9a3.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 97/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_018_8_0033_bmp.rf.43050236b44ba2a32844d609b2fc8396.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 98/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_018_8_0039_bmp.rf.ca5f079bb6087c2b160639511b04a350.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 99/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_018_8_0042_bmp.rf.a012cdc66e9000701dc8ecc8392c4558.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 100/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_018_8_0044_bmp.rf.ee63d28fed432794f83aa4da7bf83b6d.jpg: 224x224 2 Stenosiss, Done. (0.004s)\n",
      "image 101/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_019_5_0029_bmp.rf.37a2a5c14b0367bd69fe517cecec40ca.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 102/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_019_5_0072_bmp.rf.8c58255acfa10859fc3af0b6da399336.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 103/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_019_5_0086_bmp.rf.53ac58653c67b41814763970e6ae5886.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 104/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_019_5_0092_bmp.rf.eda5af49ca4b84d6ca8184ad8fda5884.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 105/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_019_5_0094_bmp.rf.7948c1f5d8c8f7e2beeb574444456b1e.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 106/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_15_0035_bmp.rf.e261578d08a09fe8762863a63e0de75c.jpg: 224x224 2 Stenosiss, Done. (0.004s)\n",
      "image 107/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_15_0036_bmp.rf.1b82cd2f0ad781dd305cb7b08e77ef10.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 108/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_15_0038_bmp.rf.a18498e30e25b4e166e03e1d74445a2c.jpg: 224x224 2 Stenosiss, Done. (0.004s)\n",
      "image 109/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_15_0041_bmp.rf.f0dc8159250650207e1eeb0778fcecfc.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 110/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_15_0049_bmp.rf.28af9c31ee9f21f19c073fb1949be1ea.jpg: 224x224 2 Stenosiss, Done. (0.004s)\n",
      "image 111/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_16_0034_bmp.rf.8b9d37a5c26db6d73fb48e654504b7d1.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 112/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_16_0043_bmp.rf.3fd47690bfab05a4bc671cdfb06cd792.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 113/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_16_0048_bmp.rf.3e408567553165ca619ebe346f78af2d.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 114/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_16_0072_bmp.rf.0aa9bc0473f55b828954165d740d3f4e.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 115/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_16_0074_bmp.rf.8547b4be652e45a2c4be7b1a184d0711.jpg: 224x224 2 Stenosiss, Done. (0.004s)\n",
      "image 116/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_16_0085_bmp.rf.1ae401e95e18fdb3744d07c2c0af6b60.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 117/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_1_0039_bmp.rf.b6558f165b6fe1769b05be9777df34b3.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 118/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_1_0044_bmp.rf.c3703f9c75cc02589eec2c4ac6b24b34.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 119/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_1_0083_bmp.rf.a9ed34366d291b71e9c6bb8e8a56ae60.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 120/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_1_0088_bmp.rf.9a4e8260d861b8f154f6b8ceefb501d1.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 121/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_1_0094_bmp.rf.2c9b867b283e638f640bedcd76b3da13.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 122/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_1_0099_bmp.rf.8acace40329ece97238d562a913248ff.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 123/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_1_0104_bmp.rf.d65e3488ce481d62205c3642be0e986f.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 124/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_2_0021_bmp.rf.c69afb20ae9b2758793eff980dc4d9f4.jpg: 224x224 Done. (0.004s)\n",
      "image 125/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_2_0029_bmp.rf.480aa813cc18c470f93d13655b8ad369.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 126/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_30_0018_bmp.rf.ac4fc9b34099ab328d5ceed7dc1a5e47.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 127/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_30_0030_bmp.rf.4b7b625d271384bb296237bae6b15af8.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 128/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_30_0035_bmp.rf.d7bd97c057f58167f27fd9bd11ec6fd5.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 129/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_30_0039_bmp.rf.61e1376eb632fa7ac01b8c0dd4dd1d64.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 130/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_31_0008_bmp.rf.727f0326932702f00f2b19131e5c734c.jpg: 224x224 Done. (0.004s)\n",
      "image 131/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_31_0009_bmp.rf.6b521a2ae10e6eb3eac17a98e0ec03e4.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 132/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_31_0031_bmp.rf.1c1f82f8894b32715374f23ce49d0404.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 133/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_32_0014_bmp.rf.3700e45e7757d5435e6061a2c9d84af6.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 134/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_32_0018_bmp.rf.0875915295c68e3b299ec267bbe3ff20.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 135/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_32_0019_bmp.rf.c38e67d67f84e2b2c80bea46b4c22064.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 136/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_32_0020_bmp.rf.8b38860b1ae6f0b4b76299e90f98b318.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 137/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_32_0026_bmp.rf.764e0383c0d0d5d139f07cf1e01e7331.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 138/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_32_0031_bmp.rf.31650c7c07b5164290e7e4b0d7585ddd.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 139/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_34_0021_bmp.rf.8c89ce520a7f563c53c57a3e423709a2.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 140/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_34_0027_bmp.rf.0651e188a1a8902b780474efccdc6ae5.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 141/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_35_0027_bmp.rf.ba57114efd356296c147ff447b999ab7.jpg: 224x224 2 Stenosiss, Done. (0.004s)\n",
      "image 142/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_35_0033_bmp.rf.88b87ce027c306516fceffe788789a06.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 143/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_37_0020_bmp.rf.d5c4df6a40f66aaa783dbadb1131fca4.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 144/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_37_0042_bmp.rf.60a10086d10c49e2a56b964b99b5cbfa.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 145/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_37_0047_bmp.rf.23e63c8d433d2333f46d697d08ac9be2.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 146/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_38_0025_bmp.rf.66b89351ad599818c57a3027a5ddc3f7.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 147/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_38_0027_bmp.rf.1caa8011a49566a27fd1c9c4df72b382.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 148/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_38_0029_bmp.rf.158a346a6a508ceb0e509cacb1399152.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 149/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_4_0039_bmp.rf.0cb90a649a4e88b17a48c9b3deb13cc9.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 150/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_4_0048_bmp.rf.418b860d38aefeb9b51a0d8825e44faa.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 151/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_4_0056_bmp.rf.dd97b1ba7ba5159119b57f6f0650499a.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 152/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_4_0060_bmp.rf.d2bb7a30b89441b170fe232e7ff6c530.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 153/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_4_0062_bmp.rf.3b794a76d2b25e494b0f5cf52f6ecfc8.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 154/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_5_0067_bmp.rf.7f1e7c878b349e38a71d5c2adf9488f5.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 155/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_6_0022_bmp.rf.fe5d87f02f4245fca2c709d719a692f4.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 156/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_6_0031_bmp.rf.5a1a2c922abd9e94976dfef5ca9ae401.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 157/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_6_0032_bmp.rf.b8afeba7cdded53d6611aedcc516e3fc.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 158/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_6_0040_bmp.rf.81b109d44f55f4276afb19fa368595bf.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 159/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_021_6_0053_bmp.rf.adf1c7dc1413b11af2147861e3780b63.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 160/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_022_1_0035_bmp.rf.4296c8839947b9877d30240c7fb09bd0.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 161/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_022_1_0045_bmp.rf.8dca343f2c1dac45edcc95828653adba.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 162/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_022_1_0051_bmp.rf.e0ae635ed9557c18755edf4479b089cc.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 163/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_022_1_0058_bmp.rf.0073e2e2c65cebbfdfab9201e6002b82.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 164/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_022_1_0067_bmp.rf.26744c6e9c73d4ef354bf11fc656d7dd.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 165/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_022_1_0072_bmp.rf.0e56fd4e7ca1ae9fe8452b35cec46494.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 166/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_022_2_0047_bmp.rf.93cae95c0111d3a73049d5fd75efcbdc.jpg: 224x224 2 Stenosiss, Done. (0.004s)\n",
      "image 167/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_022_2_0051_bmp.rf.459844f6d2e6da0bae90944f9d2e030c.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 168/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_022_2_0054_bmp.rf.70a569c0f8498bc05769a7f43fce5a6c.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 169/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_022_2_0074_bmp.rf.17635a6a79039a3db65da85cc4b865ae.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 170/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_022_3_0054_bmp.rf.0d48679a8e3e2b812c05835b442bf4e2.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 171/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_022_3_0076_bmp.rf.0af31e4cedea17a34ddd48e4a04c39e5.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 172/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_022_6_0034_bmp.rf.aa66c39da833b60b1f3e4dcb8bf95fb9.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 173/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_022_6_0041_bmp.rf.aaf8d418d257e3812f2d1154554dbe5a.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 174/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_022_6_0060_bmp.rf.16e5acf35f83bd08cdd79bdbbc8e651a.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 175/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_022_6_0061_bmp.rf.530c426076cdbec56dcc34490e79fa83.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 176/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_022_6_0062_bmp.rf.61a48db07f44137c5d1fd1f68e399160.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 177/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_022_7_0020_bmp.rf.6a06860f056e1714819efb8d16bb22c9.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 178/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_022_7_0025_bmp.rf.6c4bf5ff949743a42e70b7423e412b06.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 179/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_022_7_0037_bmp.rf.03fda4bec913e55e6e3ec76cfbdc6eb0.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 180/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_022_7_0049_bmp.rf.eb6210bcd63617d57fb0864b299c35b6.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 181/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_022_7_0050_bmp.rf.5448e28184923375ec176322c6a60c0d.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 182/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_022_7_0057_bmp.rf.e476028dbe712948a627ba565b4a02a6.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 183/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_022_7_0060_bmp.rf.2f805370e587446af3b05ea6b562e62e.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 184/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_023_2_0079_bmp.rf.2d36e2133cfed66266b89b7a05fde6dd.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 185/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_023_2_0088_bmp.rf.78686a50f5eba6409aa4e25ae557c1f9.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 186/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_023_2_0090_bmp.rf.716babd9d692a72b54dd0450adf36b11.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 187/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_023_3_0036_bmp.rf.2567cab3eee4d49336c98cd1ad5cbe70.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 188/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_023_3_0045_bmp.rf.de46fd1a65ef37bcee3fe2e9aa1a16e9.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 189/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_023_3_0051_bmp.rf.e12463c08e87bd3c993910d7d2911027.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 190/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_023_3_0052_bmp.rf.3faa674806aa708fadcfee27d62548c7.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 191/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_023_3_0057_bmp.rf.9295e7405bdcb5f6c41c3e85da4d1863.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 192/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_023_4_0053_bmp.rf.0252f6cb1f603a5cf7258559039b12f1.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 193/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_023_4_0065_bmp.rf.2eaee78aecf15a1fcb3521c3f08ae70a.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 194/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_024_1_0019_bmp.rf.43f218bbea518f15859c5c8d384956f8.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 195/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_024_1_0031_bmp.rf.ab3d0477371948fabc2ca64025206835.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 196/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_024_1_0039_bmp.rf.045298780c396a032a6e14c64c1cb905.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 197/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_024_1_0056_bmp.rf.efed48a79dcf6452bb147c008cc9df2d.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 198/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_024_2_0047_bmp.rf.3664ba3d0204afa40b98f8a380fc8a02.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 199/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_024_2_0054_bmp.rf.debc263b9055dee9d7007ad8fc3878ff.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 200/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_024_2_0058_bmp.rf.d29dadb492e6652ddb163c827c9e8cda.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 201/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_024_3_0010_bmp.rf.6b040af404504ea649718f202810c7cf.jpg: 224x224 Done. (0.005s)\n",
      "image 202/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_024_3_0012_bmp.rf.0e20473f523a08070ce3d70a92c68831.jpg: 224x224 Done. (0.005s)\n",
      "image 203/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_024_3_0044_bmp.rf.a7f47c5cc42a17e3b4fb07113d419e54.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 204/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_024_3_0053_bmp.rf.f04a30603ea2e87871f80f29fc2d9645.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 205/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_024_4_0025_bmp.rf.a101415c9fc28dad1c146cba9110a3dd.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 206/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_024_4_0028_bmp.rf.90324a84d6ef07b895396aa133883db2.jpg: 224x224 3 Stenosiss, Done. (0.005s)\n",
      "image 207/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_024_5_0039_bmp.rf.0a183a38799e87c8fbbbd2b4706c7efa.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 208/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_024_5_0053_bmp.rf.f5f69635cf466bdb74179e18f5d5673e.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 209/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_024_5_0057_bmp.rf.61e2813102afa4d3a3b15622683248dd.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 210/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_024_5_0059_bmp.rf.f27585095090472d171fa90c477e3451.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 211/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_024_6_0021_bmp.rf.aad3591cfa2f121b013c6c196ca9087b.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 212/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_024_6_0026_bmp.rf.346018362a74b8f2a19e53ed09a54d09.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 213/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_024_6_0041_bmp.rf.fa74a4fe0812e9def9c839a27fdcbec4.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 214/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_024_6_0044_bmp.rf.80cd11ba21424c41e3c3429be899b18b.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 215/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_024_6_0048_bmp.rf.2cbae86fcfea6276b88a9fce5d6f6756.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 216/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_024_6_0068_bmp.rf.bb8d7b7a98170b1c98e4e2d3c9e188c9.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 217/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_026_2_0043_bmp.rf.1bcc2bf29b692dc172a7a8e043c58f33.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 218/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_026_2_0066_bmp.rf.17691d25f1dd331f13e9921190d57d1b.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 219/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_026_2_0073_bmp.rf.3cfc79ede2c207e7315b7237fb72f462.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 220/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_026_2_0078_bmp.rf.37bc83172dbcae84a52abc4472e74ed4.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 221/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_026_2_0104_bmp.rf.6dff683da85272f8ffca0284290ca30c.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 222/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_026_2_0111_bmp.rf.62355f14599be4d442913940695551e5.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 223/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_026_3_0053_bmp.rf.c48f27e847601998a8fb6a0703815e99.jpg: 224x224 3 Stenosiss, Done. (0.005s)\n",
      "image 224/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_026_3_0055_bmp.rf.5799ddf725308e2d5f86cee9dcdd3e57.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 225/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_026_3_0060_bmp.rf.d522c9acdd9c4f12b022608e4dd6a683.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 226/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_026_3_0067_bmp.rf.8ea265909b4d9df04bb828965e193629.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 227/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_026_3_0087_bmp.rf.446da3e549345ba48ae668ffb3c861cc.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 228/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_028_1_0040_bmp.rf.ac4584ebe33e3d3e12909208efa37bec.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 229/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_028_1_0042_bmp.rf.49e852df040a7fde90cabcfb5429ae3e.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 230/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_028_1_0048_bmp.rf.eca34436a5e3f2e4462a49820b7a6a29.jpg: 224x224 1 Stenosis, Done. (0.006s)\n",
      "image 231/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_028_1_0064_bmp.rf.031f95560a1dd2fcfdc539d7dee490af.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 232/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_028_1_0081_bmp.rf.aef71abfadedefb438c7293085560899.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 233/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_028_1_0094_bmp.rf.f9b14e7e9a86502978a1df6499ad9c5d.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 234/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_028_2_0055_bmp.rf.d9f1dc578a21d448a737c6b56df7419b.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 235/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_028_2_0062_bmp.rf.000101eeb58f761e755729201dedd6e5.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 236/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_028_2_0066_bmp.rf.3bf00695a4be6110616f56ee983754a7.jpg: 224x224 1 Stenosis, Done. (0.006s)\n",
      "image 237/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_028_2_0074_bmp.rf.c067d93e8badcb90597198cd14b07834.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 238/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_028_2_0078_bmp.rf.92c3f0c1b2465b93a925edea0d81d564.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 239/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_028_2_0085_bmp.rf.0babfb28698af7bd69c4c21e0161b3cb.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 240/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_028_2_0096_bmp.rf.ce7eb3860670a0dc95411ce97145310f.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 241/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_028_2_0097_bmp.rf.35fd8f567c389eba1b2d4baf9e7e99b3.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 242/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_028_3_0060_bmp.rf.646a8f2f686c7dc433a8522dbee53466.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 243/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_028_3_0071_bmp.rf.2aaff9789e58b48237d9bdd1d742f532.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 244/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_028_3_0083_bmp.rf.6acbd4b90988f1c0efc8a52035196620.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 245/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_1_0035_bmp.rf.9170ad999c9bcf30af7295c3735be67d.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 246/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_1_0041_bmp.rf.f761ac75ac4ff85146064ae4e7d411d5.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 247/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_1_0042_bmp.rf.8aecd67b30e860f75a976bc0c55dc49d.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 248/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_1_0051_bmp.rf.d005994329ecc0341e8b013f832ee08d.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 249/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_1_0057_bmp.rf.f51c129bc86cab2eb4b6e4e6fdbd093e.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 250/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_1_0070_bmp.rf.1d92e4f2aca5e89c5b73f26c73b1f0d9.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 251/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_2_0036_bmp.rf.8b48e490ec5a64e8d4d35373afd3d9a1.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 252/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_2_0040_bmp.rf.7b182202778d6ef3405007805b2fa443.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 253/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_2_0043_bmp.rf.ed84079d96d762e851cdeff94c57bfe2.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 254/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_2_0054_bmp.rf.23ddc46cde3a7f6e573a91d4743c90a6.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 255/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_2_0062_bmp.rf.e156b7f527ee71c50fa82b522d84de94.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 256/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_2_0072_bmp.rf.923bf69924242109f8a929bca5d36f95.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 257/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_2_0079_bmp.rf.0928f17cdd1bbd03f9e12611afe66a0a.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 258/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_4_0057_bmp.rf.0c5eefdf38fed1fb41c2dee5ed6088de.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 259/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_4_0058_bmp.rf.3bb84d8ea30dc33038307149f41d720d.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 260/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_4_0080_bmp.rf.478d137435399625e2ba1b2f85d1db71.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 261/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_4_0095_bmp.rf.5dc8410cb616e5054e858558b073d5e0.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 262/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_4_0096_bmp.rf.4f309dfc1d30dec2f0095ed1a4ddf6d3.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 263/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_5_0050_bmp.rf.85982978d107a1b5ab4b4d6f5a1edada.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 264/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_5_0060_bmp.rf.b3018153639c654a8350e0bcc0f39ef5.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 265/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_5_0064_bmp.rf.7ea952202230bfb5cd3442f147f77b74.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 266/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_5_0077_bmp.rf.b60a5e730b99f84fb744d432a0bfe737.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 267/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_5_0086_bmp.rf.50123674c1670bce1a68aa3a9236ccc5.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 268/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_5_0088_bmp.rf.cd14c17ed98576160339683190483a54.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 269/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_5_0100_bmp.rf.21eca22c02c6b2372eb93ec03f42caa0.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 270/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_6_0034_bmp.rf.8e160fc5a11373da421f9c3e4eebd468.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 271/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_6_0043_bmp.rf.6c70fc90ec22d1774882ee8ff17045ed.jpg: 224x224 1 Stenosis, Done. (0.006s)\n",
      "image 272/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_6_0045_bmp.rf.c6cd5948c87c472a46d5df16ba253875.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 273/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_6_0048_bmp.rf.a5f212071a28e7cc463253a51eb23125.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 274/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_6_0051_bmp.rf.b1674f331b6c868c166b47e032983642.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 275/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_6_0067_bmp.rf.5c042843549b4a6d6cec284fc98f7a3f.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 276/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_6_0069_bmp.rf.a2c6dec918b9e7550901f135bec4d618.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 277/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_6_0071_bmp.rf.c50332091617488bb5b60d18f4640666.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 278/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_6_0078_bmp.rf.17846f6395e62a4b28b48d2e847bc2bf.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 279/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_6_0085_bmp.rf.35dc2cd159d3b989cf6688ac713d98b4.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 280/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_6_0087_bmp.rf.ee733ebf0a7b11f7118a0dd1af25802c.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 281/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_7_0039_bmp.rf.7c3306eb231c79c25a2dbad75989e71c.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 282/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_7_0045_bmp.rf.3dcb73ca82d12ceae21d9eb78395c7dc.jpg: 224x224 1 Stenosis, Done. (0.006s)\n",
      "image 283/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_7_0061_bmp.rf.8991eb05b5d8fa942f2e57f7021cfbe2.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 284/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_029_7_0064_bmp.rf.00b315e230dd4510ee8ac2b26a3733a1.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 285/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_3_0036_bmp.rf.fd36053771d39c073cbd3f720662b242.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 286/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_3_0037_bmp.rf.027b3c4acc513006e3dcf845d993b043.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 287/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_3_0044_bmp.rf.9a94346bbf982bebe1fe27e42333ffe9.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 288/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_3_0050_bmp.rf.b1165272bc7af9a1df9e4b0a5ce3b6dc.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 289/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_3_0054_bmp.rf.cf96128ce261d06f0d6772bbb52d735c.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 290/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_3_0060_bmp.rf.5ff505d5f052ea68992e2930bdaaf122.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 291/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_3_0066_bmp.rf.badac39320dd11791309b07bd745a1d7.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 292/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_4_0010_bmp.rf.4f43f4667237e912bc10635a9cbb276f.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 293/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_4_0022_bmp.rf.669422b2e9d2bfc0dd3bb7395905b34e.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 294/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_4_0023_bmp.rf.a10ba79aa211778786f4c172b170344b.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 295/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_5_0034_bmp.rf.de58a59c92d2c8caf7118ce47da55894.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 296/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_5_0037_bmp.rf.b0332db082a9203c2b5a2e26669cdfcd.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 297/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_5_0038_bmp.rf.e07f70b44f97dfae1a1984a990162933.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 298/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_5_0040_bmp.rf.7fc48aff1b4ee9c44acec97575a6308b.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 299/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_5_0041_bmp.rf.b8a1af68cabb8d2e8491c6cc290e5060.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 300/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_5_0054_bmp.rf.c2925727aeac9b4b3bda617a918f0103.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 301/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_5_0060_bmp.rf.14bec0fad2810f189ecd82667f90290e.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 302/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_6_0030_bmp.rf.b084e2d86957116b1739d79366cb1883.jpg: 224x224 1 Stenosis, Done. (0.006s)\n",
      "image 303/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_6_0033_bmp.rf.cb7663151fa6490e803b4cabb87276a8.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 304/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_6_0065_bmp.rf.d4a5558f356c7c8741d85eec0b59e0c5.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 305/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_7_0021_bmp.rf.53a27b6f8b9b88c9435e08bffe6068dd.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 306/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_7_0024_bmp.rf.34a5e8fd84640d68a7944defea3380bd.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 307/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_7_0032_bmp.rf.70132df55ce0be2d42b99d5c0471de61.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 308/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_7_0037_bmp.rf.b7bc0a20751040abb4ba85c7f669588b.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 309/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_7_0038_bmp.rf.d15abba936696541e6bdb3707acb4bd4.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 310/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_7_0053_bmp.rf.05e466a91c0f4d9dd05ab2a405a70ed4.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 311/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_7_0071_bmp.rf.77826ad575d28c38cb0c1c3aae5fa6dc.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 312/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_8_0055_bmp.rf.e57911af7d69bcb5f04b1b594328130c.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 313/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_8_0056_bmp.rf.bcfd29bcfd90268e70bdccfa76cfa73c.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 314/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_8_0066_bmp.rf.4f60d446e6fd9ed06bc90607b0541ab2.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 315/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_031_8_0076_bmp.rf.ee33a7c465de106bfc6a51eea868353e.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 316/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_032_4_0038_bmp.rf.dfb6ddacf83286bfb9d82bf04eb130b7.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 317/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_032_4_0039_bmp.rf.2c201a7c71d553cf5baac803ad8774bf.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 318/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_032_4_0045_bmp.rf.7d919f18f616ce080a6c5c1c9ff49f82.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 319/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_032_6_0037_bmp.rf.e2d086d77447b2a9f4254909f1ce7fc5.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 320/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_032_6_0053_bmp.rf.3e6231f3cb2363f08f87a73ff5fa8b82.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 321/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_032_6_0054_bmp.rf.5676390a7d9eafc68e851ca3ee19b9a8.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 322/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_032_7_0033_bmp.rf.3cd61bbc852a418d65ae1ab94a0d39eb.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 323/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_032_7_0048_bmp.rf.76e05f57b2e593a0ff2aa6c4a2e8f436.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 324/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_032_7_0057_bmp.rf.0eae8a973051f75c96131d9964133103.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 325/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_033_3_0034_bmp.rf.39c24f6477f32479ce973aebe13e9b03.jpg: 224x224 1 Stenosis, Done. (0.006s)\n",
      "image 326/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_033_3_0042_bmp.rf.fa4dc6a1be018785c66eae89fbcd8391.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 327/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_033_3_0050_bmp.rf.43099aabe78f6ad107294efea96d2663.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 328/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_033_3_0056_bmp.rf.fc30ad1ac66367657526650760976b30.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 329/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_033_3_0057_bmp.rf.d6993fc52a13f445e4acf746a0384ebb.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 330/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_033_3_0073_bmp.rf.03892129049e53dabc2524bb434fe68e.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 331/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_033_3_0076_bmp.rf.421840fe363045eb7ea6ee71c85311cc.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 332/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_033_3_0083_bmp.rf.85ee90b56df8f14200bad61e8109b232.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 333/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_033_3_0087_bmp.rf.35284e99f5bb3702a42eecff6a29a59c.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 334/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_033_4_0041_bmp.rf.709bbdcc4849e0fc222bc245a6c53ed9.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 335/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_033_4_0056_bmp.rf.451bcf1d7182911ff47598d5bdc8b1ab.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 336/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_033_4_0075_bmp.rf.e79ffe45e5d8a1b0299cb75f5324f2b5.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 337/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_033_4_0080_bmp.rf.2264c01b435e706c55ec690248ac3f87.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 338/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_033_4_0084_bmp.rf.0349398d424fdfd027103022b9067fa0.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 339/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_033_4_0088_bmp.rf.823eab4c46e1e211ee360ab7ca7446d7.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 340/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_034_6_0013_bmp.rf.ecc82f89388bb11e97d40f767f590592.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 341/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_034_6_0022_bmp.rf.2cd402304066dca008f2e3dfde467fdc.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 342/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_034_6_0038_bmp.rf.b3a7a95eb7d0c7598c9409e382a775ca.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 343/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_034_6_0042_bmp.rf.8aba92682c0289173665d8e3965f6baf.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 344/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_034_7_0016_bmp.rf.3220ecf8f489d2bf9fc3b4cf57ce604c.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 345/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_034_7_0024_bmp.rf.ac9f74e5575ad7f8d50fa81c21ae2458.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 346/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_034_7_0034_bmp.rf.91cd26a24378b3b76c6bd6c98bdf7907.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 347/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_034_7_0036_bmp.rf.90550fad3cff289c8b2f3824b5d9500e.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 348/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_039_1_0032_bmp.rf.75ede641215c7a89fb604fe1aa3bcba4.jpg: 224x224 1 Stenosis, Done. (0.006s)\n",
      "image 349/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_039_1_0035_bmp.rf.b317e98bb3414d64240f62cafc86ff05.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 350/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_039_1_0038_bmp.rf.ebc70d807cb69abe5e3896532ba0e1d5.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 351/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_039_1_0054_bmp.rf.a5708d8a427e035834ebfb5ed4262509.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 352/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_039_2_0028_bmp.rf.c6b2933965460563d0f833b9f107e6b1.jpg: 224x224 Done. (0.005s)\n",
      "image 353/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_039_2_0031_bmp.rf.24ef607fcc47e92e48b4a05db574bb16.jpg: 224x224 Done. (0.005s)\n",
      "image 354/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_039_2_0034_bmp.rf.5f9e78ab1c37451b993aaed8eb51aca4.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 355/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_039_2_0035_bmp.rf.c120c707736966fd194948f8f5688058.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 356/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_039_2_0055_bmp.rf.42e4a1bb403e85690f1637c0a69d91bc.jpg: 224x224 Done. (0.005s)\n",
      "image 357/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_039_2_0056_bmp.rf.aded0187be0863b982e6872b4e0a3ea3.jpg: 224x224 Done. (0.006s)\n",
      "image 358/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_039_4_0020_bmp.rf.950142910b4709e42ed84b728f0bdb6f.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 359/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_039_4_0021_bmp.rf.0d17f98c8d3fe69524095763fd5786a6.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 360/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_039_4_0034_bmp.rf.5c49e3de9143491c136b5ced9f18756f.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 361/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_039_4_0040_bmp.rf.0171f434d1738a20e5ac3c7d352e45ac.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 362/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_039_4_0046_bmp.rf.e9ca876f1eec502e29ce11cbab6941de.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 363/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_039_4_0054_bmp.rf.ec0ed3607c12ab198cebbc0e41f28607.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 364/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_039_4_0059_bmp.rf.91110cc4f3e4615bc32eb43f4a188630.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 365/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_039_4_0067_bmp.rf.3d79ca20f6b5a77e9b167e5f98cfd421.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 366/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_039_4_0075_bmp.rf.9d7061941ecc8c9eaafc377bcf4406bc.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 367/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_039_5_0026_bmp.rf.a2bd9d0c6fc4f5b724ed82cf31b18de0.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 368/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_039_5_0041_bmp.rf.0dd3a16fc0c7d9692a02d23dc29a2a11.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 369/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_039_5_0044_bmp.rf.d1d4dea093f62f3f12fc930dd2753f82.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 370/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_039_5_0054_bmp.rf.0865e59aa5b7c742b1755ceda316561c.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 371/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_039_5_0060_bmp.rf.784f5f0f65e98f0eb88b139245f36fc1.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 372/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_039_5_0090_bmp.rf.d40a6b89a957176dfe09fe618a719ba0.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 373/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_039_7_0060_bmp.rf.b969e19da2822a5a596b4c498a8eba4f.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 374/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_039_7_0062_bmp.rf.bed5058edcd5b2fbe1728ca9418af1b6.jpg: 224x224 1 Stenosis, Done. (0.006s)\n",
      "image 375/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_039_7_0066_bmp.rf.00f0b1557e6004598b10279ac9a1433f.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 376/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_039_7_0067_bmp.rf.2ac3c7a9e9c310c58d0a0a22db169be7.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 377/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_039_7_0078_bmp.rf.dc23ba92c395aa318fe0633a25688bef.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 378/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_040_1_0017_bmp.rf.1f2e7599e4a93fbcec469a7eed322675.jpg: 224x224 1 Stenosis, Done. (0.006s)\n",
      "image 379/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_040_1_0038_bmp.rf.b84073c759d10a7bc60c6a61f15c6864.jpg: 224x224 Done. (0.005s)\n",
      "image 380/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_040_2_0032_bmp.rf.8ff9827a67286a2a3ee4fe9f4c2e73a9.jpg: 224x224 3 Stenosiss, Done. (0.005s)\n",
      "image 381/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_040_3_0012_bmp.rf.3f1ae867d60cc2a641db6007c0965c3f.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 382/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_040_3_0022_bmp.rf.2db8453efffc095c7199d8994960888e.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 383/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_040_3_0029_bmp.rf.873d4c68e94e1f868f5fe5bce7882108.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 384/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_040_5_0017_bmp.rf.85d3343cabb43ea33b76f42a88736b91.jpg: 224x224 Done. (0.005s)\n",
      "image 385/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_040_5_0034_bmp.rf.d6f670bb6eb26eba02428caca79cc7e6.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 386/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_040_5_0037_bmp.rf.4ce868c71eb31d78d8fdbf082ca11e98.jpg: 224x224 1 Stenosis, Done. (0.006s)\n",
      "image 387/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_040_7_0015_bmp.rf.0d29dcfbe004b79a74176fd2781ee382.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 388/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_042_1_0027_bmp.rf.da5327a542d84667bd5a68b2b2417ce8.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 389/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_042_1_0038_bmp.rf.1467667abf98e3ffcc8bff47f951d0a3.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 390/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_042_1_0039_bmp.rf.012f267c723d138d6d052cf50fdcc17d.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 391/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_042_1_0041_bmp.rf.9cbb7533eaad0fa8e0735703960310a0.jpg: 224x224 1 Stenosis, Done. (0.006s)\n",
      "image 392/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_042_1_0044_bmp.rf.3c8bd6dababaab96cbe10f7032063384.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 393/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_042_1_0052_bmp.rf.f608796e8b5864eb699d7628d71a6e9a.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 394/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_042_1_0060_bmp.rf.56d1625c3aaab0b796758b78b63c78b5.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 395/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_042_2_0043_bmp.rf.7433949d7edde46302239a8c1cf369e7.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 396/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_042_2_0047_bmp.rf.6b26d43b55c861964ff0c1f6d737a27d.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 397/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_042_2_0057_bmp.rf.0a177f29c691e3db1048420eda4cfd47.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 398/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_042_2_0066_bmp.rf.31d9d7763b88555c1021eff82994b8ae.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 399/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_042_3_0030_bmp.rf.4f50a06aad80fc071ef998cb0aeeb7d9.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 400/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_042_3_0038_bmp.rf.fc6ad89760a969b2e1480b96c2dd5d6e.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 401/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_042_3_0058_bmp.rf.8a5e093488fc2aa0856944366b266164.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 402/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_042_4_0057_bmp.rf.9a63374a4ac8b5e0d3b754312cd5a0cc.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 403/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_042_4_0068_bmp.rf.1feae60844e6b3db7a5d17fddd02497c.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 404/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_042_5_0048_bmp.rf.98cedc35e05cacc6dd3b0e003dc3cf19.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 405/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_042_5_0057_bmp.rf.36a1def89fd4bd67d935a83a0b38c7fd.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 406/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_042_5_0065_bmp.rf.6cea0e69e6e6fb240ddadfc5834a29f3.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 407/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_044_1_0025_bmp.rf.8fbfece07d57ae93a29709050c9ec2de.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 408/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_044_1_0031_bmp.rf.8db66722222b812b968c817b6d68c7ff.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 409/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_044_1_0041_bmp.rf.f3592f6c9a67b0b7a8f4af28014ee932.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 410/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_044_1_0054_bmp.rf.d06dbaeda1b7e6e798390b7188ddfe94.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 411/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_044_3_0034_bmp.rf.ce9ea8ccdee3ebc7979950d5f97faf26.jpg: 224x224 3 Stenosiss, Done. (0.005s)\n",
      "image 412/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_044_3_0036_bmp.rf.0aaa978a7809606adb77b708cb717414.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 413/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_044_3_0043_bmp.rf.79b1b4e5e9e5d93dc097c0ad2762c7dc.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 414/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_044_3_0045_bmp.rf.33e218472969d8e1ad6e4715d9f97093.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 415/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_044_3_0046_bmp.rf.5035ea3d83724489ca6a747bd9951c70.jpg: 224x224 3 Stenosiss, Done. (0.005s)\n",
      "image 416/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_044_5_0040_bmp.rf.4d4ad53b0ff6948de0fa895a0773b5b7.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 417/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_044_5_0041_bmp.rf.8fd3e40802d2da15f483d7c9de7926f8.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 418/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_044_5_0048_bmp.rf.aa57b45d65b3920e8cd1a2f465415630.jpg: 224x224 Done. (0.005s)\n",
      "image 419/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_044_5_0052_bmp.rf.16c35a9aaf8609c0a4914fb344854843.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 420/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_044_5_0053_bmp.rf.835a63a294d3a4424070654b66d9bff0.jpg: 224x224 Done. (0.005s)\n",
      "image 421/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_046_3_0030_bmp.rf.e6ca29cc3991c2393e74de4c8ae41d82.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 422/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_046_3_0041_bmp.rf.7f0e80b2665683e15c0e47bc5618f0bc.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 423/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_046_3_0047_bmp.rf.56c569dfedad808befea8df7a076260d.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 424/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_046_3_0053_bmp.rf.f44fe5a34165416f98bd072ef25acfef.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 425/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_046_3_0057_bmp.rf.f9ef1af8f02c9e4995642bf80a727f16.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 426/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_046_3_0059_bmp.rf.0b3c7162e9b520bf648aae2df98c7f10.jpg: 224x224 Done. (0.005s)\n",
      "image 427/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_046_5_0041_bmp.rf.abb4f149b31f19fee2c8971199d4787d.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 428/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_046_5_0044_bmp.rf.57dbeb8dc0f4c4ad6799485a177ca41c.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 429/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_046_5_0079_bmp.rf.a274a2424739617a4743b2459487067d.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 430/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_046_5_0083_bmp.rf.8e7bc1bd0319e4d6dd42209468b1078a.jpg: 224x224 3 Stenosiss, Done. (0.005s)\n",
      "image 431/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_046_5_0087_bmp.rf.d880ae422091866acacdfc9f7cc47d0a.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 432/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_046_6_0052_bmp.rf.7f2df695573931db43454dfdfce280f6.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 433/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_046_6_0056_bmp.rf.04bdf19bb5f9fc90540124fc78f73c08.jpg: 224x224 1 Stenosis, Done. (0.006s)\n",
      "image 434/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_046_6_0060_bmp.rf.7b9e62c01389144fed84feeb9683a182.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 435/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_046_6_0062_bmp.rf.cd354742d6f31ae20df0cd5715a77c03.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 436/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_046_6_0063_bmp.rf.57d4b1421e2cfc538109d4fbae79e9cc.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 437/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_046_6_0066_bmp.rf.909b66fe24a18cb6d364b627a3b7eb6a.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 438/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_046_6_0070_bmp.rf.6c84717046f14d92119e9feb66bc44bf.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 439/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_048_1_0018_bmp.rf.c55208a065a80d6d7998db0eaa8e20c1.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 440/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_048_1_0019_bmp.rf.01ed4d6df72668ab61e344e7ea38a8c4.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 441/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_048_1_0028_bmp.rf.d6ee1bcd5fcea99c9e1202ce02ca9b18.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 442/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_048_1_0030_bmp.rf.06455a89518613d6b81fda433fac09d0.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 443/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_048_1_0050_bmp.rf.9776734d47f3cf257c6fce1e800be6f9.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 444/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_048_1_0055_bmp.rf.a8bf263c9bc2ab0b20544a845485ede3.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 445/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_048_1_0065_bmp.rf.7557a24bf7de802dd4a81de9eb4aa12e.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 446/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_048_2_0046_bmp.rf.6ced70dadca6f68b3015e3aa45f6d1a4.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 447/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_048_2_0059_bmp.rf.8e7e65f7d426cd888e89a1efab2a4adb.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 448/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_048_2_0061_bmp.rf.2d4627b9587809187ff5997faa74027f.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 449/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_048_2_0066_bmp.rf.404eb9b8f1e467f9d27322c851d51474.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 450/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_048_2_0080_bmp.rf.273f2b49ba5680e824ad3f4d32d4659a.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 451/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_048_2_0084_bmp.rf.8e40b9376878df58fdb94bb8c3fd5de5.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 452/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_048_3_0067_bmp.rf.1104da7148350666b0b915406fe4b00b.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 453/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_048_3_0071_bmp.rf.6205464ebb1f64fed0ec7684b5a14a77.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 454/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_048_4_0022_bmp.rf.3432ea07994da989c5f230b43dc41c42.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 455/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_048_4_0023_bmp.rf.1db9b1b46d0f3670ed4a5f9670654acb.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 456/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_048_4_0033_bmp.rf.ecffd4c00d6de9f0ddaa72975be6fe0f.jpg: 224x224 3 Stenosiss, Done. (0.005s)\n",
      "image 457/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_048_4_0034_bmp.rf.785b449260a5723ed343357f8eb84144.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 458/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_048_4_0043_bmp.rf.226aa7d635d8f79066b6a3fcc5718230.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 459/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_048_4_0051_bmp.rf.1c8ac08aa89f019593ec48bb1c935eff.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 460/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_048_4_0062_bmp.rf.9089972d59dbe2f5ed39aa0072732193.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 461/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_048_5_0017_bmp.rf.d736b2c073215ab6ce03108850ad6dcc.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 462/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_048_5_0021_bmp.rf.ad2be1933b2460d94ce343de945d840f.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 463/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_048_5_0024_bmp.rf.432ac2942828b433759479c6a8e9779d.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 464/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_048_5_0076_bmp.rf.cb28175db92b792159f53f20509f8274.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 465/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_049_1_0018_bmp.rf.b837eb17c84f60e5ccd18aaedbcc8237.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 466/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_049_1_0027_bmp.rf.a7b8797aa33bcd5e13d19267769ffd7e.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 467/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_049_1_0031_bmp.rf.78298484a10d9b78728c922a406c2e7e.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 468/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_049_1_0035_bmp.rf.879eaf495d076c9028120a72208b0147.jpg: 224x224 1 Stenosis, Done. (0.006s)\n",
      "image 469/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_049_1_0037_bmp.rf.1af161722fbc66409033e0f48a10a7f2.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 470/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_049_3_0037_bmp.rf.e2c4609e776aa222244e4e3e4a24a14e.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 471/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_049_3_0040_bmp.rf.5c52d1ff3e20c2c7f94333dce4f7fd80.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 472/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_049_4_0027_bmp.rf.5186a5020060b21b6f314c43b95308d8.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 473/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_049_4_0055_bmp.rf.f3d440b677eb1251f7a2abf458cd6829.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 474/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_050_10_0026_bmp.rf.ef42ecdad13f8fac8713cf0fe8b24c33.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 475/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_050_10_0035_bmp.rf.579fa0bbbf639bc81b395d47df6cb94f.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 476/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_050_10_0037_bmp.rf.7298468e203abf4d88f63ed93ce23d36.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 477/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_050_10_0046_bmp.rf.2d3e9bb427eb36600fe2be29f4f173a9.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 478/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_050_10_0049_bmp.rf.7c72274fe1b2229c6c1671cbac2d0cbe.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 479/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_050_4_0027_bmp.rf.00037d85ea245f08b857061275ed6725.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 480/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_050_4_0030_bmp.rf.bf879619c5e23aea6ab49d7f3f8e8425.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 481/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_050_4_0031_bmp.rf.08b2da88e28f88b2697c2853fa884736.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 482/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_050_6_0023_bmp.rf.c04ec48d40be6dd3e46e8032aa7d9b75.jpg: 224x224 2 Stenosiss, Done. (0.004s)\n",
      "image 483/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_050_6_0033_bmp.rf.d3fe4935ff509f861856f9a574403b71.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 484/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_050_8_0020_bmp.rf.0f4344c87a631b92f6042b300fa5390b.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 485/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_050_8_0030_bmp.rf.457acf064ec9440a35cbbac638d20826.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 486/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_050_8_0035_bmp.rf.1e832c004fbcd42871a5708c871c8ece.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 487/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_050_8_0037_bmp.rf.6c04a08e7badab48c5187b6544f1aeba.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 488/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_050_8_0038_bmp.rf.1a5f9758f40f376fb9e941ca5319e69a.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 489/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_050_8_0053_bmp.rf.02a6a852b4080dc3634a97b70abd80eb.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 490/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_050_9_0024_bmp.rf.1948f231e1490b08bf1d41fde945cc69.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 491/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_050_9_0034_bmp.rf.d49587d276528834c07e4e1b808d5a58.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 492/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_050_9_0035_bmp.rf.7ffdb8f4d7dcca24b901118dabda4838.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 493/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_051_10_0019_bmp.rf.8a80b471621db2cf9e12d130f8963ccc.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 494/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_051_10_0023_bmp.rf.dcc9077f096a4509ab7bf1d0f7311a1a.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 495/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_051_10_0028_bmp.rf.1da2f253941b7241e99ea4ff5b08492c.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 496/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_051_10_0031_bmp.rf.864cb62877b388275f1ff3354706b86a.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 497/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_051_10_0032_bmp.rf.44ebea55d6f9a786fe61c6838b6521bc.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 498/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_051_10_0033_bmp.rf.ecfe9326f5356dfb2fe273ff236b5c56.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 499/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_051_10_0034_bmp.rf.0f996de512ca755f23fc26dfa965c4d6.jpg: 224x224 Done. (0.005s)\n",
      "image 500/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_051_2_0024_bmp.rf.4e04eec8602b5240d752d7cd0ee8d4e3.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 501/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_051_2_0025_bmp.rf.7bea3f528be13745ab13c1fc7a8de826.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 502/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_051_2_0048_bmp.rf.44f4e5f6684d3125cafc03ad81a399a3.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 503/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_051_2_0056_bmp.rf.ef0985b961acb81cb3e5836d8757d9f1.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 504/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_051_5_0027_bmp.rf.3aa4ba3e98d726d8f285e7c430a812f7.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 505/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_051_5_0034_bmp.rf.fdfebf7327eb7b08d07104185a95ff40.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 506/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_051_6_0025_bmp.rf.bad05529a75954618762c927ae72cfee.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 507/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_051_6_0026_bmp.rf.a9556bf025cc6107d0eace6644f14d0e.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 508/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_051_6_0027_bmp.rf.39e1b75a5d276ffe68a8dd68ef1c35fa.jpg: 224x224 Done. (0.004s)\n",
      "image 509/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_051_8_0017_bmp.rf.6392dd13df5feb1bd4536aa214ab6886.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 510/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_051_8_0034_bmp.rf.db453c68a672755f1b52c4ed7f97ed06.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 511/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_053_1_0041_bmp.rf.f22ffdacb82c33fc55e0bbd6d8060e86.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 512/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_053_1_0061_bmp.rf.29093690cd678f6adee847f30d76a3ba.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 513/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_053_1_0070_bmp.rf.d6740a246bc2eff860b8dd3569cdd3cd.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 514/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_053_2_0052_bmp.rf.2e6304fbecda9ca6482b948648505a11.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 515/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_053_2_0057_bmp.rf.9ae146d5eb0455d7eefd256489cdf080.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 516/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_053_2_0073_bmp.rf.d95c12f487eabc2aea1e7221fcf7cca5.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 517/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_053_4_0058_bmp.rf.c6585e2dc2358f05ff3d849848909fbd.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 518/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_053_4_0087_bmp.rf.709fdac8db98f51cc684ce9a19dcf6ab.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 519/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_053_5_0039_bmp.rf.5be6d7edc4392c4fad9141d574920f38.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 520/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_053_5_0043_bmp.rf.063861e762237021b9ce3aa04372445e.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 521/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_053_5_0061_bmp.rf.608d25de29cbb1177ecd583e5acdd4b6.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 522/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_053_5_0062_bmp.rf.987d15b3d11f1b06fb45bd5aff452890.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 523/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_055_5_0029_bmp.rf.9ee7d24cb7b4403e518ce97b3c724082.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 524/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_055_6_0015_bmp.rf.f3652349485a5adcf0b883edad61a79b.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 525/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_055_6_0017_bmp.rf.5d89dabf6b64cceb41bcdb5f17314b5c.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 526/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_055_8_0011_bmp.rf.db7e72ceb6b9d5c7eadbe23294559b2b.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 527/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_055_8_0018_bmp.rf.d6f55a1858be737c19488045e7641627.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 528/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_057_2_0035_bmp.rf.74ae44cb5827b91d9050ad6420c089af.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 529/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_057_2_0036_bmp.rf.419f43097f8c2552fe20a49f9518b409.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 530/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_057_2_0039_bmp.rf.182c4da4ee34106e7abff8b5dd52d2ab.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 531/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_057_2_0043_bmp.rf.97964d989751e62fde732be7596458e3.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 532/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_057_2_0047_bmp.rf.462f764910b2a52d4d913de86fab861c.jpg: 224x224 2 Stenosiss, Done. (0.004s)\n",
      "image 533/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_057_2_0057_bmp.rf.fac58abaca924a5b7373f5edebefb7b0.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 534/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_057_2_0065_bmp.rf.edefd8f71656cc0485cf906050cf25df.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 535/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_057_2_0074_bmp.rf.07d61c8889a13091ea335b69958a3d9a.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 536/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_057_3_0067_bmp.rf.ca98d34842bf2c6835895deaa7520bb8.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 537/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_057_3_0069_bmp.rf.9d9247411cd5e9cf9c77399d42498d25.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 538/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_057_3_0077_bmp.rf.9a9ba97761a5c3b01c8069c34d664c33.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 539/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_057_3_0086_bmp.rf.a4f144c6f4d0ef096a350fd8876f5a05.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 540/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_057_3_0095_bmp.rf.1bf722b3b685b7c8d081b2941f40b262.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 541/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_058_3_0044_bmp.rf.5718488d1b13d84c60070da5be2317da.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 542/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_058_3_0045_bmp.rf.d098d6f0754f0dfa2030ca1acaf33a85.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 543/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_058_3_0053_bmp.rf.4d16586f58c678de4d01e1992f6567f0.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 544/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_058_3_0056_bmp.rf.54726644edff665bcca3b584e438bec4.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 545/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_058_3_0060_bmp.rf.37729535cab68a0128b0aceb52600571.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 546/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_058_3_0062_bmp.rf.8cbe882a42ed0684fad694eac0aefced.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 547/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_058_4_0028_bmp.rf.554576c7034e32e0096a9ed58569b741.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 548/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_059_1_0050_bmp.rf.22f6d23d19e3309c396d9073bfeb1c29.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 549/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_059_1_0055_bmp.rf.45a7aa3933354fed6b7bbf09656384a7.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 550/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_059_1_0060_bmp.rf.ed04e218d6fc49bae645091138eb9436.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 551/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_059_1_0084_bmp.rf.debd93d04896f760748a62c87734d122.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 552/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_059_1_0098_bmp.rf.8099e248b98dc089c5fb4908d06eab39.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 553/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_059_2_0042_bmp.rf.0609569aaa62b870e267da929c2a6db6.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 554/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_059_2_0044_bmp.rf.fded57c594a12255c85d8503bdf9b91d.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 555/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_059_2_0063_bmp.rf.729d16eb2b649ef4929530d2f899ca4f.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 556/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_059_2_0066_bmp.rf.04d003452532729ac97393e03dcbc729.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 557/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_062_2_0035_bmp.rf.a48af2e829acc24a9ad3afa26f4ad150.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 558/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_062_2_0052_bmp.rf.92037893d915174a3b28cd5196988da3.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 559/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_062_2_0067_bmp.rf.7e2e5fd1aaf9bbccb1cf9ff5ce4432fa.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 560/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_062_2_0072_bmp.rf.62d82c3e0d725a63d595d11348e0a88e.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 561/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_062_3_0039_bmp.rf.7e7b912fb5cf5f1716bfe5927e706548.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 562/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_062_3_0043_bmp.rf.63844286d7788c96dd7cccaa8a0927e1.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 563/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_062_3_0046_bmp.rf.6c1947636bcb1f19360f5b38669e35d6.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 564/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_062_3_0054_bmp.rf.09ffb604c5e051b1a1f142eaf99e6de9.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 565/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_062_3_0056_bmp.rf.e87ebf742a9c9694a808ad7ba604d979.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 566/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_062_3_0057_bmp.rf.4d45ba8864323727ef73d8360d84b83c.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 567/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_062_3_0060_bmp.rf.58d2ce5d2712c6a9b8cbff27e7e80a12.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 568/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_062_3_0061_bmp.rf.55a58a4918197474e9f8b790f2c347ae.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 569/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_062_3_0062_bmp.rf.21e196ebafe253b6ed76633e5faba8e5.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 570/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_062_5_0049_bmp.rf.7bb54e384ea0331b794f14f746c25fc5.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 571/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_062_5_0055_bmp.rf.7de07710199de7a7acb17dcb0dc64256.jpg: 224x224 2 Stenosiss, Done. (0.004s)\n",
      "image 572/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_062_5_0057_bmp.rf.a7a1989e3a5bb0193338cc33b41f18be.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 573/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_062_5_0059_bmp.rf.ce6b2040dfacc0f1fc30d934201631f9.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 574/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_062_5_0063_bmp.rf.1b3c9a8596882c20a3d15d76fc6369f7.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 575/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_062_5_0068_bmp.rf.b994b80269f11322eeced300a2f073b8.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 576/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_062_5_0069_bmp.rf.729dcc00973b9fbc1c353b1b2f083edf.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 577/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_064_2_0064_bmp.rf.cc7183c83427e2e0036b5a37aaec4fd8.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 578/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_064_2_0068_bmp.rf.1d36b4e5fde5639b3f494c080e3ca704.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 579/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_064_2_0069_bmp.rf.3d21922af409657502a1c7204364951c.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 580/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_064_2_0076_bmp.rf.72e55e0273318146beda982a25e0ea1d.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 581/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_064_3_0014_bmp.rf.ba2b7e325b8129442cd4e30906a91cb2.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 582/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_064_3_0031_bmp.rf.de51182d5ee2a12d8d94e3c49f649e56.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 583/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_064_3_0036_bmp.rf.64185aed9b6e0112d3ec32f008d573d6.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 584/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_064_3_0039_bmp.rf.c2e89ef7ea609a32d81d45bf20cfe9a8.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 585/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_066_10_0054_bmp.rf.8ec8429847bdfc28c7f43121411de32b.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 586/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_066_10_0060_bmp.rf.54323f65340add037c407e26024a61af.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 587/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_066_10_0079_bmp.rf.24e37ee83bfb5eb652a11ad4c7def1f6.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 588/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_066_2_0046_bmp.rf.7220f04a8f8dcfb0bc0876e940d45b6d.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 589/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_066_2_0063_bmp.rf.edc438ec04aa4fbfe754f41e20218d81.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 590/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_066_2_0064_bmp.rf.8be93de24d56de3cd8e4785f9a7c996b.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 591/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_066_2_0070_bmp.rf.fd9e39cb62b5e12ce1257a6a10cc87b3.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 592/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_066_3_0055_bmp.rf.9853340dadf797ff7a03d10eea95d740.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 593/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_066_3_0058_bmp.rf.bb9950325308617130058a12a45a5f66.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 594/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_066_7_0037_bmp.rf.0e6c53c21dbb883cb7b065feb749f1e3.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 595/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_066_7_0052_bmp.rf.c9dae97ce58aaa1f18c674af55c4fd97.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 596/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_066_7_0053_bmp.rf.0168b4bd9488cafac9575b92394b36ed.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 597/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_066_7_0058_bmp.rf.27df51dd87cb5567b87cf6fc08aee28c.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 598/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_066_7_0066_bmp.rf.155aa9e074270345c5d6429c5fef33b5.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 599/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_066_8_0052_bmp.rf.2f69462a35b966caddbc20691a5159e6.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 600/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_066_8_0070_bmp.rf.87539f10aeae8c04995aff346cd709c4.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 601/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_067_7_0012_bmp.rf.45c010dd267ef4f032659ca79b0c8cb5.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 602/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_068_1_0027_bmp.rf.aeb0241fe37974b2e7fa8c1bb0fe7b74.jpg: 224x224 2 Stenosiss, Done. (0.006s)\n",
      "image 603/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_068_2_0030_bmp.rf.89181f1d93f7d435979f6d2809a7a559.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 604/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_068_3_0011_bmp.rf.c88532fa68b9f0b68611a8f26ad53410.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 605/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_068_3_0014_bmp.rf.5b8ca1a4adda7c8df186038e72ad766a.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 606/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_068_3_0019_bmp.rf.41569963af4ea3878dd25f74753c6026.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 607/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_068_3_0028_bmp.rf.5690eceb4405d37d8a5acb94aa4431ed.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 608/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_068_3_0037_bmp.rf.0db73e7c31c7e5a044ea9264743a2cfe.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 609/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_069_1_0061_bmp.rf.9c8e6ba086c18a4da1bf0bb5e6f4d9e1.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 610/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_069_1_0063_bmp.rf.f63ac77a0f870578be1db1d937f5843f.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 611/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_069_1_0064_bmp.rf.49d94eb53d74a5322a11b599fe5e0816.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 612/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_069_1_0069_bmp.rf.44f5b1d91996dd1441b76fcc52019dd0.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 613/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_069_1_0086_bmp.rf.470c8a4bd21b93332b6ccc16c48ccaf2.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 614/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_069_1_0091_bmp.rf.16c5a1ce9b5255035df1ebdcbbe74410.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 615/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_069_1_0092_bmp.rf.6b2fd03201d77755a9fc0ea17f1ce0a7.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 616/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_070_3_0027_bmp.rf.cc05a9a7e6c74a3e5f46017940d9813d.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 617/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_070_3_0037_bmp.rf.7f42e0e9ee66090a341285ae576d5e49.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 618/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_070_3_0039_bmp.rf.67f06b84009a39b81e0c0932de460a5e.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 619/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_070_4_0020_bmp.rf.0786453002031a0f1b0da16e53741fdd.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 620/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_070_4_0034_bmp.rf.f2dbfaef07288300f5cfe01d1d1b96c9.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 621/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_070_4_0044_bmp.rf.520c3df7d1be0a50e3947f1c8c282a15.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 622/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_070_4_0048_bmp.rf.8bfa2d47ea70f532347803ce664e3c44.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 623/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_070_5_0028_bmp.rf.d834a4c1bdd3066a98b2396e03db6dec.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 624/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_070_5_0036_bmp.rf.7cb624de457739901f6613365c149978.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 625/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_070_5_0042_bmp.rf.d02352ac897ace6efa14798d116dc451.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 626/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_075_1_0018_bmp.rf.13a21880f37ed5209909b56c803cae5d.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 627/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_075_1_0026_bmp.rf.242994de4ee9430572099e2043fb3166.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 628/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_075_2_0019_bmp.rf.978bc25ff46d440f916296c7dc180979.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 629/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_075_2_0021_bmp.rf.fc2ac123ff49144b21e4ee1f0bf46b22.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 630/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_075_3_0022_bmp.rf.fe3df5fda08f88144cbf406191960e4b.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 631/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_075_3_0029_bmp.rf.e1b552193214afa74c9a2c6fdcc1fdc8.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 632/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_075_4_0034_bmp.rf.f0c9bbcc8372c95f9666b1edcc955d01.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 633/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_075_4_0040_bmp.rf.1e54b17ea6f2a0f847e3f31f0f9eb172.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 634/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_075_4_0045_bmp.rf.fbed8d5cf9b36b30eb6d51507743a489.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 635/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_075_4_0046_bmp.rf.a28512c84c7764a85f568685abb90d83.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 636/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_075_4_0051_bmp.rf.00a5ad9f3aa5a12a84bfbfc2ec1de57b.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 637/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_075_4_0055_bmp.rf.e49d3311b29c89d49ea9eb9e0612f9b7.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 638/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_075_4_0056_bmp.rf.d30020a5c4beb60477468c7eef0e6184.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 639/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_075_4_0060_bmp.rf.12f156f8517543435fe4d728fa09e7f6.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 640/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_075_5_0017_bmp.rf.eb8ee222100694af627287a944976a2c.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 641/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_075_5_0019_bmp.rf.3bdf5cdb0206a55babad6aa7715bf513.jpg: 224x224 Done. (0.005s)\n",
      "image 642/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_075_5_0021_bmp.rf.ce6c17dbf208f397b5573b0d9425b8a7.jpg: 224x224 1 Stenosis, Done. (0.006s)\n",
      "image 643/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_075_5_0029_bmp.rf.e04538ac686adeb492f8d56a06ba80e7.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 644/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_075_6_0021_bmp.rf.a2a057674bb1f75571cfeedb46baa9a7.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 645/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_075_6_0033_bmp.rf.a09b7527621c93ce077aca2fe2437bd8.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 646/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_075_8_0031_bmp.rf.175888cacf2c582d4678c3800d4c1034.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 647/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_075_8_0033_bmp.rf.9508964bbc6b23387cb2d07814ec8c1d.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 648/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_075_8_0034_bmp.rf.28f365caa5d2d8356f3d107e32f65a54.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 649/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_076_3_0015_bmp.rf.6b6e7c42a55d5f2a701713382d0ea14e.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 650/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_077_5_0031_bmp.rf.b656c91142f52ad66d566c686f0b6bac.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 651/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_077_5_0040_bmp.rf.31f5c6c1162af75852fba8ad8311b1bc.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 652/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_077_5_0054_bmp.rf.b0f06433075a196d885c36e1e585db67.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 653/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_077_5_0062_bmp.rf.d1ad2874ec4ef4c5139fd776ffb88e01.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 654/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_077_5_0067_bmp.rf.9880c3f6db1e9482f95f2733e556b1bd.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 655/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_077_6_0095_bmp.rf.472a712ab2bd2d606a5eb2221b5fd940.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 656/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_077_6_0096_bmp.rf.9238c1d43cf7365f61a593565001cf44.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 657/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_077_6_0111_bmp.rf.301efb232ca17ffdcd5ff5d3fd672321.jpg: 224x224 2 Stenosiss, Done. (0.004s)\n",
      "image 658/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_077_6_0115_bmp.rf.3122473fb89b09f52df5fb5b1b68834f.jpg: 224x224 2 Stenosiss, Done. (0.004s)\n",
      "image 659/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_080_2_0041_bmp.rf.6c989ee804f308bc14b2afa49521ef07.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 660/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_080_2_0050_bmp.rf.83bb3f083bcd1d6b844be3f69b054c0d.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 661/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_080_2_0071_bmp.rf.5829d853ae23984b29e14de4365207d8.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 662/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_080_2_0073_bmp.rf.689c8ee3807c8905bc1c612dda5e1de5.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 663/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_080_2_0075_bmp.rf.3ad4efb03d90e8cd7f387c1152b3a50a.jpg: 224x224 2 Stenosiss, Done. (0.004s)\n",
      "image 664/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_080_2_0085_bmp.rf.c60bdd353f2bf8c3062e3a3e19a9e920.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 665/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_080_2_0087_bmp.rf.b994c853e27a80e6cb08425b866ec6f0.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 666/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_080_2_0089_bmp.rf.5d3141587a629b1b83d291085f3ada7c.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 667/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_080_2_0100_bmp.rf.090cef6349e13f16ec298a0d88bb256c.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 668/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_080_2_0101_bmp.rf.0f11266be95a2864816782e2c2092e73.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 669/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_080_2_0105_bmp.rf.edc9eecb3df5b06c074a96aefeacdde1.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 670/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_080_3_0034_bmp.rf.3c704d73291d873f2a3055917e028eb3.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 671/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_081_11_0030_bmp.rf.b1badbc10267324c651112a2c781ea97.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 672/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_081_11_0040_bmp.rf.307b11c15cbbec9afd6286b9eb942d1c.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 673/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_081_3_0013_bmp.rf.4795ccdcafe8d1b7cd2282a20c395a8f.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 674/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_081_3_0020_bmp.rf.17b98076a64632beb5f7a223f8b254be.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 675/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_081_3_0022_bmp.rf.6e32450a21361f59031566de90aa8465.jpg: 224x224 1 Stenosis, Done. (0.010s)\n",
      "image 676/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_081_3_0025_bmp.rf.31f2f7c63c37685b88eb4ecc93b0bb2c.jpg: 224x224 1 Stenosis, Done. (0.019s)\n",
      "image 677/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_081_3_0035_bmp.rf.6d200f865fbe1e6cc7bf49b52fd594ab.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 678/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_081_6_0029_bmp.rf.90fe820c9c073e73eac95c37f3cd88cc.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 679/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_081_6_0030_bmp.rf.fbf0ad66d6cfd064d39cddf4ef29ef80.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 680/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_081_6_0031_bmp.rf.380215dd7c7b729fbb1b5c895fbe474e.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 681/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_081_7_0023_bmp.rf.6f1027e9e06475cae151177b9bdbef5c.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 682/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_083_1_0037_bmp.rf.6bf8c138fc364185c0fe3ba34529addb.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 683/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_083_1_0052_bmp.rf.5570cf5887887b8383236926b53cdc93.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 684/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_083_6_0040_bmp.rf.b1d1c1e13e469d13dcfb7e8d761daf67.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 685/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_083_7_0011_bmp.rf.716446aa44f9872e065d7c26a2664d0c.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 686/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_083_7_0021_bmp.rf.8c47df7b3ee76826e63d9bc77902ffb6.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 687/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_084_1_0040_bmp.rf.4a638b731c8c5b05b6656e522a284f92.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 688/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_084_1_0047_bmp.rf.0c3ad1c8e6e240e0d92e72d806bf1e47.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 689/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_084_1_0050_bmp.rf.71410fd74ec870b444161b38c45ebba1.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 690/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_084_1_0055_bmp.rf.53c1b6a046cb48a81557dc7e87ff0608.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 691/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_084_3_0025_bmp.rf.ca7e61b65eb57c53f8baa365705ba1aa.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 692/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_084_3_0044_bmp.rf.0e4e0d8803126f4f3e7eb5778a5ac9c1.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 693/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_084_3_0045_bmp.rf.34086405f27dece494cba6fda337f964.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 694/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_084_3_0047_bmp.rf.cf3ddc7cfe6277bf35da8f8e807b9064.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 695/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_084_4_0030_bmp.rf.61c177f048d9dfebd387dded031f0fdd.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 696/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_084_5_0015_bmp.rf.4df6251ff5400410eb79a4e1ecb57c64.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 697/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_084_5_0027_bmp.rf.1fcd91016fe0b22ea212a73c8922e969.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 698/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_084_5_0045_bmp.rf.9c58159a14a62b1124c9723208d219d3.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 699/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_084_5_0049_bmp.rf.2d9137c0d3cb03f8d6628b83d95a8762.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 700/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_084_7_0033_bmp.rf.d2df53fa3e69bca9dcfd62a0ac53a89c.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 701/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_084_7_0041_bmp.rf.b2781d66d501379d560c3afb4627171d.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 702/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_084_7_0067_bmp.rf.963d2a94320ac57cbfb88be23dbdb51d.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 703/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_084_7_0069_bmp.rf.cc914a36c45c4002cad6f09acda3a130.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 704/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_084_9_0020_bmp.rf.5f0a55b47eec09c638b6837f254a03da.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 705/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_084_9_0021_bmp.rf.4ba0edefdebbfd93610035eab468692b.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 706/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_084_9_0030_bmp.rf.80c8cdf1cab7e3105ee904bdc28daa35.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 707/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_084_9_0039_bmp.rf.79fb4dd4819fb7132edf549029add72c.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 708/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_085_1_0066_bmp.rf.1d12d9c2d06648a7a83bf9420b31c1d1.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 709/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_085_1_0087_bmp.rf.d25904dfeaf6ab4383a033ba9e75430e.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 710/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_085_1_0088_bmp.rf.69b82f8d160eff52f5ed6197f39d4925.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 711/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_085_1_0090_bmp.rf.5cae1d22cbeacbc50284c83e71d4a579.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 712/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_085_1_0097_bmp.rf.c2ffeb74fbc91e5f9b216b89706a080f.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 713/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_085_1_0100_bmp.rf.6f5ca691fe72097da3df52c2341ee691.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 714/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_085_2_0036_bmp.rf.29e926f328488fc887bcd5716f46a0b7.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 715/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_085_2_0040_bmp.rf.9f73aba2b8e8ae5ab93300807e0ec87c.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 716/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_085_2_0066_bmp.rf.cc3e1933122cf199564e7fe91ef6a896.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 717/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_085_4_0035_bmp.rf.d0940b8679459cdcba1ede07431ea5a2.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 718/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_085_4_0037_bmp.rf.44ffc9fcf9c9b867865a9dcab5bf3c41.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 719/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_085_4_0042_bmp.rf.facf1631cee4ba0e1353c4f614f998e2.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 720/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_085_4_0049_bmp.rf.83686e4cd770e31c974e702befa54c8c.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 721/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_085_4_0057_bmp.rf.b5913c29023036e9e5e56725d52ad06d.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 722/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_085_4_0061_bmp.rf.c6ab8bf65efcf1fb457f5278804667bd.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 723/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_085_4_0064_bmp.rf.0e6e6b798d76f3c64d294f99fbde25cf.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 724/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_085_4_0084_bmp.rf.cad0ffd90410bc51fa5c1b6358de1302.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 725/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_085_4_0088_bmp.rf.89602d1cfa10bf2dfe871b5517f81d45.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 726/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_085_5_0037_bmp.rf.f4d982f431164a0157302acc8c023572.jpg: 224x224 2 Stenosiss, Done. (0.004s)\n",
      "image 727/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_085_5_0038_bmp.rf.1bb6f912bbcc02570bc23486985c150d.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 728/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_085_5_0044_bmp.rf.dfc6d9a35a461f9ca589cd443b4a1480.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 729/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_085_5_0045_bmp.rf.e3f48390d071bfadcb82723f2b05c8a2.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 730/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_085_5_0052_bmp.rf.93b4337b79ad761fc905ba634f42fdf9.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 731/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_087_1_0038_bmp.rf.2d2e4b0b36402503d0e7b00bdb29e1fa.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 732/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_087_1_0053_bmp.rf.09f675cf0135cca19ffba4124785af59.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 733/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_087_1_0057_bmp.rf.73f2004a57bfc1fbd51c5dc7955c5f00.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 734/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_087_2_0020_bmp.rf.537a78af24744a1a6a5bec3dd1e15124.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 735/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_087_2_0021_bmp.rf.ef21729d92161c9c63558fcbe6dd2fe2.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 736/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_087_2_0027_bmp.rf.998e2214021695855c24976860d950c9.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 737/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_087_2_0039_bmp.rf.971e7857e96f995d7b25e0a721536934.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 738/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_087_2_0067_bmp.rf.a56f92072ff34d583b93f9ae7f99258c.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 739/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_087_2_0072_bmp.rf.4f56fbfbd902292027dd33bfac4bb345.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 740/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_087_2_0077_bmp.rf.5361933d8e583b5b7b140251cd9d7527.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 741/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_087_2_0090_bmp.rf.19c82528011b8f88af771a7d83b7544c.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 742/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_087_3_0025_bmp.rf.2d251ccdf77fdc6db05045ea1666d34f.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 743/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_087_3_0030_bmp.rf.9a69bdb6e7c883ca8953c501ca9749d0.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 744/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_087_3_0031_bmp.rf.baf68d3bb5efc9b52a81d4ab55c63594.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 745/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_087_3_0055_bmp.rf.d77785bf1aacaf99e840028ffec93670.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 746/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_087_3_0062_bmp.rf.1523111fbe699a434fb602f67327f773.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 747/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_087_3_0064_bmp.rf.8c348a6828c7bcb2d2f637368682b784.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 748/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_087_3_0072_bmp.rf.575f42b1e27b31de238f93748373c2fb.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 749/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_088_1_0023_bmp.rf.6eb839164a4811aa9cb8efa15b91480d.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 750/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_088_1_0024_bmp.rf.3cd95d2026dc7972db7548731fc32df8.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 751/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_088_1_0041_bmp.rf.feeff5c76ef7b928afb5a7018854eb7a.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 752/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_088_2_0016_bmp.rf.a0bd065540748ec9232687480c589528.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 753/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_088_2_0017_bmp.rf.e80acbc516985b0c8435b9cd37b0371a.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 754/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_088_2_0021_bmp.rf.f5802ece4e3e2a5c51e26bef36c321e9.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 755/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_088_3_0047_bmp.rf.e61a9c5bd7a9bf6f5ab2e49b8b969c3e.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 756/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_088_3_0050_bmp.rf.2a9b75cffd2d5086e18b26b3fdcc2245.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 757/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_088_3_0051_bmp.rf.ea6ab1170a9516f1c916957ea089535c.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 758/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_088_5_0028_bmp.rf.60ebc736bec6e5bcd396dacd026abb74.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 759/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_088_5_0037_bmp.rf.134262b8155b96adba07c6c40964c067.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 760/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_088_5_0044_bmp.rf.055e166ba526a640292645472db49f43.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 761/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_088_6_0038_bmp.rf.488905d847181fb4248c3723c9d53e0b.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 762/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_088_6_0045_bmp.rf.3af719c7348a0799909c1b59a626fdba.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 763/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_088_6_0050_bmp.rf.62c55619a2449d7de39ff3ab893a7ec7.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 764/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_088_6_0055_bmp.rf.d01cfd04ad9518c58bad22813b8718a8.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 765/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_088_8_0039_bmp.rf.0b3f857ac6c16759b05e48620bee6dab.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 766/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_088_8_0077_bmp.rf.d15b9894acb9bc109cd2fa70e0697ed7.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 767/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_091_1_0039_bmp.rf.b47a33f1f0d08b91c932f493573e3954.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 768/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_092_1_0045_bmp.rf.b2dfb5cf74eac6defb3abc506010c0f1.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 769/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_092_1_0049_bmp.rf.da3872bbe77a62c15f9883ebf6344cca.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 770/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_092_2_0032_bmp.rf.a2a17c02bf2547a3cd25696f541aae0f.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 771/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_092_2_0042_bmp.rf.b49bb56df9d9c0920a380dec6d55fe32.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 772/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_092_2_0046_bmp.rf.ba039daafcfe374b24288e5b94fd0f80.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 773/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_094_2_0035_bmp.rf.52c484fd7bcbce6113935003d9a11883.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 774/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_094_2_0041_bmp.rf.cb7fe5de644e9b65cabe518ea3a9cdcd.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 775/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_094_3_0051_bmp.rf.c2caf3f777fb73c0d434d42598ea7614.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 776/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_094_3_0056_bmp.rf.54e3652255eb7bcf834b01bccb9696ba.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 777/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_094_3_0060_bmp.rf.3a3bfaee66fc4b00ac81cfce9cebe382.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 778/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_095_1_0047_bmp.rf.632c91f1796e56a34c72d9d5a4d971fd.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 779/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_095_1_0048_bmp.rf.5d8e07227cdc5a7211e84eead0a3b902.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 780/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_095_1_0058_bmp.rf.b4a1e3585bb42a523b11902c2e1a3c5c.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 781/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_095_1_0062_bmp.rf.879cf44bb1047266bf4d9d9671eee155.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 782/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_095_1_0064_bmp.rf.b2b2ff06a81127c27281e8869b07b548.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 783/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_095_1_0065_bmp.rf.02347e4bdd37800ea0019b1b07e5a173.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 784/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_095_1_0066_bmp.rf.91e5db5e2d6692f3a67289e3e66b8fb6.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 785/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_095_1_0076_bmp.rf.213af45b74848cd5b864726ff865d573.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 786/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_095_2_0032_bmp.rf.ff127d97eadbbbf4b176dd8952e234e1.jpg: 224x224 Done. (0.005s)\n",
      "image 787/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_095_2_0048_bmp.rf.cc4f1bb0eddb4dc7fd4c3ae710312154.jpg: 224x224 2 Stenosiss, Done. (0.004s)\n",
      "image 788/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_095_2_0050_bmp.rf.f5598c34b3a167d03e0afad2ec4195aa.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 789/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_095_2_0055_bmp.rf.e579ee9336efb201a402bbb7ccca4fc2.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 790/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_095_2_0067_bmp.rf.44b0e0b4b3e2c8a72cefcb4a7174b020.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 791/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_095_2_0076_bmp.rf.23373443fd7ace7e41cebf952419fff6.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 792/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_095_4_0040_bmp.rf.cdb4f8edfdb7a5727e6a4a9f4ca62d2b.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 793/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_095_5_0032_bmp.rf.32653e20adb866fe427adfa814439a2d.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 794/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_095_5_0050_bmp.rf.2e13034e6d9f28d87c7e4a2ef2d1e8c9.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 795/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_095_7_0029_bmp.rf.e0a29be4550b08227fc9aa05638184c6.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 796/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_095_7_0036_bmp.rf.4c457f274d09670e732d29c6ff25fb59.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 797/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_095_7_0060_bmp.rf.4fe97c77cd3e5f4615e3a3d5e6c7092c.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 798/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_095_7_0063_bmp.rf.543a3972c9a53489c41d4b9fd1b4df74.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 799/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_095_8_0032_bmp.rf.6b0bdd93bf2ac5d7270f0009d0a35751.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 800/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_095_8_0033_bmp.rf.a662cd8874b501f352e8c10551d6e32f.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 801/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_095_8_0046_bmp.rf.567ac60a3cffee29c9022a94d825097e.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 802/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_095_8_0066_bmp.rf.5141b6bebe53c12a4c78917dee5704f1.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 803/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_095_8_0068_bmp.rf.4a7a63ae831bef463a9a54feb01319c3.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 804/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_096_2_0010_bmp.rf.d71b2271b5f2fd3f200ec11e568655e0.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 805/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_096_2_0018_bmp.rf.2df9cb5940f4c89d3a7b38b8b9232fe5.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 806/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_096_2_0026_bmp.rf.2d9ca2ae328fb79d1ae279aa4c01f441.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 807/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_096_2_0038_bmp.rf.e75dc771f51ffb703a5002fcf00fd410.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 808/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_096_2_0042_bmp.rf.aff55d9adc36428325ae388ac2aa9e85.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 809/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_096_3_0037_bmp.rf.50e9e1af1a56a6bd196817e58f52e0f2.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 810/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_096_3_0055_bmp.rf.dae7238f75246a4802b88d681df00c0f.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 811/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_096_3_0059_bmp.rf.b1e10508abaf7d72449a55f6a18c85ed.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 812/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_096_3_0064_bmp.rf.b3ead25878c1c3236869c568d325986b.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 813/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_096_3_0075_bmp.rf.5d4901fc331e0b750eba28b2b46b5047.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 814/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_096_4_0039_bmp.rf.271faddb77fad12ae4b8e7b854019aae.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 815/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_096_4_0042_bmp.rf.35a5e266562a0bc24235997ae7b7e775.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 816/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_096_4_0048_bmp.rf.218ab1ebd30c4256c957ca99f95355af.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 817/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_096_4_0051_bmp.rf.78874ff94354fd97199ac1008ece7ff4.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 818/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_096_4_0074_bmp.rf.9dc39eefd04007fd4eff1df49fa0ecaa.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 819/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_096_4_0075_bmp.rf.8d503a622c466e8ed259d39cfa9a26e4.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 820/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_096_5_0048_bmp.rf.5b09a5cae900f5824c60346bc90fe429.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 821/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_096_5_0056_bmp.rf.6aa0e6170706f53a5ccd3ed0e1b3b28f.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 822/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_096_5_0069_bmp.rf.d6e7e201f084f950b353ec843dadbecb.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 823/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_096_5_0070_bmp.rf.44b28b2f6f9fedfdcd55de0d9cb06013.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 824/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_096_5_0080_bmp.rf.fd8cf80f5bfb7605ea21ea2fc19bd002.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 825/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_096_6_0026_bmp.rf.3924d71a1c2328ce1fb18360cb9bb9c6.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 826/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_096_6_0031_bmp.rf.a86df73f389a141b421d9f9ebd32d8d1.jpg: 224x224 2 Stenosiss, Done. (0.005s)\n",
      "image 827/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_096_6_0037_bmp.rf.1e2f909c88674bce6f6c68ff6094680b.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 828/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_096_6_0042_bmp.rf.0b80043c5e89809bff1931546cebf987.jpg: 224x224 1 Stenosis, Done. (0.004s)\n",
      "image 829/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_096_6_0065_bmp.rf.05ec61687e1b061c304890b56eb2110f.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 830/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_098_3_0007_bmp.rf.3c1ae2ed287b28cc48ee879b72274edf.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 831/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_098_4_0020_bmp.rf.414c08116037ba0350b02d1dc3db597e.jpg: 224x224 Done. (0.005s)\n",
      "image 832/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_099_5_0015_bmp.rf.f6cdb7a50af96c4c693ddfef2ede0094.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "image 833/833 /home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1/test/images/14_099_5_0020_bmp.rf.a51d9b0f936da9c4599f3727ee82cc9d.jpg: 224x224 1 Stenosis, Done. (0.005s)\n",
      "Speed: 0.2ms pre-process, 4.7ms inference, 1.1ms NMS per image at shape (1, 3, 224, 224)\n",
      "Results saved to \u001b[1myolov5/runs/detect/exp7\u001b[0m\n"
     ]
    }
   ],
   "source": [
    "!python '/home/lunet/conm/Desktop/Stenosis-Project/yolov5/{'detect.py'}' --weights {'/home/lunet/conm/Desktop/Stenosis-Project/yolov5/runs/train/exp16/weights'}/best.pt --img 224 --conf 0.1 --source {'/home/lunet/conm/Desktop/Stenosis-Project/yolov5/Stenosis-Project-1'}/test/images"
   ]
  }
 ],
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   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
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