srihk / covid-19-detection-from-chest-xray

A web app to predict whether a person has COVID-19 from their Chest X-Ray (CXR) scan by image classification using Transfer Learning with the pre-trained models VGG-16 and DenseNet201 with ImageNet weights.

COVID-19 Detection from Chest X-Ray (CXR) Scans using Transfer Learning (VGG-16, DenseNet201)

• This repository is for our B. Tech major project. In this project, we are trying to predict whether a person has COVID-19 from their Chest X-Ray (CXR) scan by image classification using Transfer Learning with the pre-trained models VGG-16 and DenseNet201 with ImageNet weights.
• Our Team: @vittalbiradar, @deepika-rai18, @srihk, @ganeshvarma123
• Project Web-App Link: https://covid-detection-cxr.herokuapp.com/
• Source code for the web-app is available in the heroku-deployment branch.
• Dataset Link: https://www.kaggle.com/tawsifurrahman/covid19-radiography-database