PneumoWatch

A user-friendly web application designed to aid in the rapid detection of pneumonia from chest X-ray images. Utilizing machine learning algorithms,our solution analyses uploaded images in realtime, providing instant feedback on the presence or absence of pneumonia. With a focus on simplicity and efficiency, PneumoWatch aims to assist healthcare professionals in making timely and accurate diagnoses, ultimately improving patient outcomes and enhancing overall healthcare efficiency.

Local Setup

Run Backend first then start frontend

Backend

  pip install flask tensorflow flask_cors numpy
  cd backend
  python server.py

Frontend

  cd frontend
  npm install

head over to "pneumowatch/frontend/src/components/imgForm.jsx"

  replace https://balajiavk.pythonanywhere.com/predict with http://localhost:5000/

start the frontend server

  npm run dev

Screenshots

Accuracy