Chest X-ray Image Classifier
Detect potential pathologies using a CNN trained on the NIH Chest X-ray14 dataset.
Project Overview
- Model: Custom CNN with augmentation and mixed precision
- Dataset: NIH Chest X-ray14 (112k+ labeled chest images)
- Classes: Multi-label output (14 thoracic diseases)
- Deployment: Flask API hosted on AWS EC3 (GPU-backed)
Try Sample Images
Pneumonia 1
Pneumonia 2
Pneumonia 3
Normal 1
Normal 2
Normal 3
This project is for educational and demonstration purposes only. It is not a diagnostic tool.