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AI & ML / Research project

A-eye / SASHA

Retinal-image classification with deep learning.

PyTorch / Computer vision / Medical imaging / ONNX

Overview

A healthcare AI project exploring retinal-image analysis with deep learning. The focus is diabetic retinopathy detection and the engineering behind an image-classification workflow.

Build notes

  • Explore convolutional neural networks for retinal-image classification.
  • Work with PyTorch and model-export tooling.
  • Connect model development with the practical challenges of healthcare AI.

Project status

A research portfolio project, not a clinically validated diagnostic product. A current public source link and evaluation report are not yet included.