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Retinal Disease Classification with Semi-Supervised Learning

In this project the problem of multi disease classification is addressed. Particularly, the focus of this project is on a subset of diseases presented on this Kaggle competition https://www.kaggle.com/c/vietai-advance-course-retinal-disease-detection/overview.

We have images from Retinas that can have multiple diseases:

  • Normal
  • Diabetic Retinopathy
  • Glaucoma

The objective of this project is to classify an image of a retina with the labels above

  • A sample of the detections is shown below: alt text

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Retinal disease classification

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