MyVision: Customizability meets abstraction

This is my Computer Vision toolkit. It’s a wrapper over PyTorch combining things I like from different libraries like fastai, keras etc.

Leaf disease detection using image segmentation

This is my final year project about detecting plant leaf disease and segmenting the diseased part. However, there’s a catch in my project, I have done it without the use of any cnn for segmentation. Instead, it uses a cascade of classifiers to do the detection and segmentation.

CheXNet: Radiologist-Level Pneumonia Detection using deep learning

This project is an implementation of the paper I worked on. CheXNet detects 14 different pathologies from chest X-rays. It uses a Densenet-121 for detection.