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geoaigroup · Dec 4, 2023 · d74164d · d74164d
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diff --git a/Augmentation/__pycache__/transform.cpython-310.pyc b/Augmentation/__pycache__/transform.cpython-310.pyc
diff --git a/ToBeChecked/Demo_SAMGhandour.ipynb b/ToBeChecked/Demo_SAMGhandour.ipynb
@@ -3,8 +3,8 @@
     {
       "cell_type": "markdown",
       "metadata": {
-        "id": "view-in-github",
-        "colab_type": "text"
+        "colab_type": "text",
+        "id": "view-in-github"
       },
       "source": [
         "<a href=\"https://colab.research.google.com/github/geoaigroup/geotils/blob/main/ToBeChecked/Demo_SAMGhandour.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
@@ -39,41 +39,41 @@
     },
     {
       "cell_type": "code",
-      "source": [
-        "from google.colab import drive\n",
-        "drive.mount('/content/drive')"
-      ],
+      "execution_count": null,
       "metadata": {
         "id": "z3MWlXeRqbHM"
       },
-      "execution_count": null,
-      "outputs": []
+      "outputs": [],
+      "source": [
+        "from google.colab import drive\n",
+        "drive.mount('/content/drive')"
+      ]
     },
     {
       "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "CJdWU3inqwLB"
+      },
+      "outputs": [],
       "source": [
         "!pip install rasterio\n",
         "!git clone https://github.com/facebookresearch/segment-anything\n",
         "%cd /content/segment-anything\n",
         "!pip install -e .\n",
         "%cd ..\n"
-      ],
-      "metadata": {
-        "id": "CJdWU3inqwLB"
-      },
-      "execution_count": null,
-      "outputs": []
+      ]
     },
     {
       "cell_type": "code",
-      "source": [
-        "!wget https://dl.fbaipublicfiles.com/segment_anything/sam_vit_h_4b8939.pth"
-      ],
+      "execution_count": null,
       "metadata": {
         "id": "mpD6G0w6tvp7"
       },
-      "execution_count": null,
-      "outputs": []
+      "outputs": [],
+      "source": [
+        "!wget https://dl.fbaipublicfiles.com/segment_anything/sam_vit_h_4b8939.pth"
+      ]
     },
     {
       "cell_type": "code",
@@ -404,21 +404,26 @@
     },
     {
       "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "FMflz7K4yFT7"
+      },
+      "outputs": [],
       "source": [
         "h,w = full_mask.shape[:2]\n",
         "t,b,l,r = rrp_info['pads']\n",
         "orig_size = rrp_info['orig_size']\n",
         "\n",
         "full_mask = full_mask[t:h-b,l:w-r]"
-      ],
-      "metadata": {
-        "id": "FMflz7K4yFT7"
-      },
-      "execution_count": null,
-      "outputs": []
+      ]
     },
     {
       "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "z45_wF_wy1if"
+      },
+      "outputs": [],
       "source": [
         "shapes = rasterio.features.shapes(full_mask, mask=None, transform=raster_file.transform)\n",
         "# read the shapes as separate lists\n",
@@ -434,12 +439,7 @@
         "\n",
         "#gdf = gdf.dissolve(by='id')\n",
         "full_gdf.to_file(f'{out_dir}/{filename}')"
-      ],
-      "metadata": {
-        "id": "z45_wF_wy1if"
-      },
-      "execution_count": null,
-      "outputs": []
+      ]
     },
     {
       "cell_type": "code",
@@ -487,6 +487,11 @@
     },
     {
       "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "EX8ErmOJ7sNd"
+      },
+      "outputs": [],
       "source": [
         "import torch\n",
         "import argparse\n",
@@ -510,15 +515,15 @@
         "from rasterio.features import shapes\n",
         "from tqdm.notebook import tqdm\n",
         "from models.Unet_W_Mods import UnetWM"
-      ],
-      "metadata": {
-        "id": "EX8ErmOJ7sNd"
-      },
-      "execution_count": null,
-      "outputs": []
+      ]
     },
     {
       "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "4OBEWHB_7LrZ"
+      },
+      "outputs": [],
       "source": [
         "#use Lebanese Model or WHU model\n",
         "MODEL_PATH = '/content/drive/MyDrive/LargeFilesSharing'\n",
@@ -627,15 +632,15 @@
         "        gdf = gpd.GeoDataFrame.from_features(list(results),crs=raster_file.crs)\n",
         "        gdf = gdf.dissolve(by='id')\n",
         "        gdf.to_file(f'{out_dir}/{filename}')"
-      ],
-      "metadata": {
-        "id": "4OBEWHB_7LrZ"
-      },
-      "execution_count": null,
-      "outputs": []
+      ]
     },
     {
       "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "JmVlDNUDxOGJ"
+      },
+      "outputs": [],
       "source": [
         "#to Geotifff\n",
         "out_path = '/content/results'\n",
@@ -653,41 +658,36 @@
         "    transform=raster_file.transform) as f:\n",
         "\n",
         "    f.write(instances[np.newaxis,:,:].astype(np.uint16))\n"
-      ],
-      "metadata": {
-        "id": "JmVlDNUDxOGJ"
-      },
-      "execution_count": null,
-      "outputs": []
+      ]
     },
     {
       "cell_type": "code",
-      "source": [
-        "!ls -la /content/results"
-      ],
+      "execution_count": null,
       "metadata": {
         "id": "w45X9-Ly7ntK"
       },
-      "execution_count": null,
-      "outputs": []
+      "outputs": [],
+      "source": [
+        "!ls -la /content/results"
+      ]
     },
     {
       "cell_type": "code",
-      "source": [],
+      "execution_count": null,
       "metadata": {
         "id": "pUeUVkbCxaPe"
       },
-      "execution_count": null,
-      "outputs": []
+      "outputs": [],
+      "source": []
     }
   ],
   "metadata": {
     "accelerator": "GPU",
     "colab": {
       "gpuType": "T4",
+      "include_colab_link": true,
       "machine_shape": "hm",
-      "provenance": [],
-      "include_colab_link": true
+      "provenance": []
     },
     "kernelspec": {
       "display_name": "urbanmodels_venv",
@@ -709,4 +709,4 @@
   },
   "nbformat": 4,
   "nbformat_minor": 0
-}
+}
diff --git a/ToBeChecked/Demo_SAMMayladan.ipynb b/ToBeChecked/Demo_SAMMayladan.ipynb
@@ -321,7 +321,7 @@
     "                input_boxes=[]\n",
     "                flag=1\n",
     "                ##for georeferenced polygons\n",
-    "                mask=utils.convert_polygon_to_mask_batch_transform(geo,(1024,1024),transform=transform)\n",
+    "                mask=utils.convert_polygon_to_mask_batch(geo,(1024,1024),transform=transform)\n",
     "                tile_boxes=utils.create_boxes(mask,shapefile=False)\n",
     "               \n",
     "                # tile_boxes=utils.create_boxes(geo,shapefile=False)\n",

diff --git a/data/images/2_31.png b/data/images/2_31.png
diff --git a/data/images/n1.tif b/data/images/n1.tif
diff --git a/data/n1/n1.cpg b/data/n1/n1.cpg
@@ -0,0 +1 @@
+ISO-8859-1
diff --git a/data/n1/n1.dbf b/data/n1/n1.dbf
diff --git a/data/n1/n1.prj b/data/n1/n1.prj
@@ -0,0 +1 @@
+PROJCS["WGS_1984_UTM_Zone_14N",GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137.0,298.257223563]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Transverse_Mercator"],PARAMETER["False_Easting",500000.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",-99.0],PARAMETER["Scale_Factor",0.9996],PARAMETER["Latitude_Of_Origin",0.0],UNIT["Meter",1.0]]