Final project of the Udacity Self-Driving Car Nanodegree
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Updated
Jan 10, 2018 - Jupyter Notebook
Final project of the Udacity Self-Driving Car Nanodegree
developed a model that can detect pneumonia from Chest X-Rays of the patient which has a significant level of accuracy in detecting pneumonia in comparison with practicing radiologists.
Computer Vision problem
Traditional Machine learning and Deep learning approaches to classify Search for extraterrestrial intelligence Signal
ResNet Comparison for Garbage Image Classification with PyTorch - models trained on GPU, then pickled for analysis on CPU
Fall 2021 Introduction to Deep Learning - Homework 2 Part 2 (face classification, face verification)
Object Detection in Twilight
A traffic light detector module that utilizes Faster R-CNN ResNet101 (COCO)
Deep Learning classification of chest x-rays using multiple transfer learning methods
Implemented pose aware face recognition network to Improve the performance of face recognition task for the faces at extreme joint pitch and yaw view angles.
This repository hosts all the scripts used in the implementation of bird detection models. We are using Convolutional Neural Networks(CNN)'s Faster R-CNN, Single Shot Detector(SSD), and YOLOv3 meta-architectures while utilizing ResNet-101, MobileNet, Inception ResNet v2 and VGG-16 feature extraction Networks (backbone network).
Training model to detect Pneumonia from chest X-ray images
in this repo, you will find implementation of various classification models, data augmantation ,cnn designing and model reguralization
Check the effect of quantization on ResNets architecture
example of segment-anything and detr-resnet-101 with fastapi
A vector search engine for efficient similarity matching using feature maps for images
Based on a clothing picture and your choices, the app provides you suggestions about your outfit.
Brain Tumor Classification with various models
numpy resnet101 implementation
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