Pneumonia Prediction.
Pneumonia Prediction is an AI-powered medical imaging application that detects pneumonia from chest X-ray images using deep learning. The system features a React/TypeScript web interface and a Flutter mobile app, with a Python ML backend for image classification.
95%+ accuracy in pneumonia detection using CNN-based image classification
Dual-platform deployment — Flutter mobile app and React web interface
Python FastAPI backend serving trained ML models for real-time prediction
Stack
Built With
The stack combines the core frameworks, services, and UI tools used to ship the project.
Process
Project Timeline
Research
Studied CNN architectures for medical image classification
Model Training
Trained and validated pneumonia detection model on chest X-ray dataset
App Development
Built Flutter mobile and React web interfaces
Deployment
Deployed web app on Vercel with FastAPI backend
Highlights
What It Delivers
- 195%+ accuracy in pneumonia detection using CNN-based image classification
- 2Dual-platform deployment — Flutter mobile app and React web interface
- 3Python FastAPI backend serving trained ML models for real-time prediction
- 4Live deployment on Vercel for public access and testing
Have a project in mind?
I'm always open to discussing new opportunities, collaborations, and interesting ideas.