metadata
title: Pneumonia X-ray Classifier
emoji: 🫁
colorFrom: blue
colorTo: green
sdk: docker
Pneumonia Detection from Chest X-rays
This is a FastAPI application that classifies chest X-ray images as "Normal" or "Pneumonia."
It also provides a Grad-CAM (Gradient-weighted Class Activation Mapping) visualization to show which parts of the image the model focused on for its prediction.
API Endpoints
/docs: View the interactive API documentation./predict: Upload an image for classification.