Detecting corona-virus (Covid-19) Infections in Chest X-Ray images through Transfer Learning
Find dataset here: https://drive.google.com/file/d/1-HQQciKYfwAO3oH7ci6zhg45DduvkpnK/view
Using Vgg-16 and ResNet-18 pretrained models from pytorch and finetuning just only fully-connected layer of network at first so that they can learn on the learned filters of ImageNet and detect the difference between infected and normal person's X-ray images.
Vgg-16 fine-tuned only FC layers
Vgg-16 fine-tuned Entire network
Resnet-18 fine-tuned only FC layers
Resnet-18 fine-tuned Entire network
“This repository contains code and results for COVID-19 classification assignment by Deep Learning Spring 2020 course offered at Information Technology University, Lahore, Pakistan. This assignment is only for learning purposes and is not intended to be used for clinical purposes.”