A deep learning web application built with Flask that classifies chest X-ray images as Normal or Pneumonia. Upload an image and get instant predictions powered by a trained CNN model.
Features
1.Upload a chest X-ray image
2.Predict if it shows signs of Pneumonia or is Normal
3.View prediction confidence
4.Automatically downloads model from Google Drive
Model Performance
Confusion Matrix
ROC curve
\
The Database Used is Taken From-"https://www.kaggle.com/datasets/paultimothymooney/chest-xray-pneumonia"