Skin Lesion and Diabetic Retinopathy Classification using Transfer Learning

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Trying to use machine learning for classification of skin lesion images and Diabetic Retinopathy images. ...learn more

Artificial Intelligence

Overview / Usage

This is a research oriented project where we have tried to use machine learning models for classification tasks using images as an input. We've used CNN model for the task of image analysis and classification. The architecture of our model is a standard architecture used by many in the industry. The architecture is called Inception model.

We've used transfer learning to take adapt a partially trained Inception model on our dataset.
Using the model thus obtained, we made an android app and a website to make the model usable.

Additional info can be found on the github repo => https://github.com/DanishShah/DeepDiagnosis

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