COVID-19 Detection from Chest X-Ray Images

A small project that I did back in December of 2020 for COVID-19 detection using chest x-ray images. The model uses a modified ResNet-50 model for detection using RGB signals.

GradCAM activation map using the ResNet-50 model: GradCAM for activation map visualization

CLAHE (Contrast Limited Adaptive Histogram Equalization) is also applied to highlight key areas in the scanned images: CLAHE for COVID detection

For complete implementation, visit https://colab.research.google.com/drive/1WSC3at-tNeRX-phdlGnnJYiagJwElp5o?usp=sharing