This repository contains the TensorFlow-based medical image inference service for Auralysis, deployed on Render. It serves as a standalone ML prediction API that returns disease predictions and confidence scores to the Railway backend.
What This Service Does
This service:
---Loads a trained TensorFlow SavedModel
---Accepts MRI or X-ray images via API
---Performs inference using the model
Returns:
---predicted disease class
---confidence score
---full class probability distribution
This API is consumed by the Railway backend, which handles reporting, summarization, voice output, and monitoring.