Chest X-ray Image Classifier

Detect potential pathologies using a CNN trained on the NIH Chest X-ray14 dataset.

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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.jpeg

Pneumonia 1

pneumonia_2.jpeg

Pneumonia 2

pneumonia_3.jpeg

Pneumonia 3

normal_1.jpeg

Normal 1

normal_2.jpeg

Normal 2

normal_3.jpeg

Normal 3

This project is for educational and demonstration purposes only. It is not a diagnostic tool.