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A CNN for classifying colon pathology deployed using SageMaker and Flask

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Pathology CNN

The app ui

Model

Model trained on the MedMNIST dataset for colon pathology. See model/pathology_cnn.ipynb for architecture details.

Utilized Amazon SageMaker for deployment and creating an inference endpoint.

App

I created an App wrapper so you can submit new images and receive model inferences.

Utilized Flask to setup the backend and Vite + React for the frontend.

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A CNN for classifying colon pathology deployed using SageMaker and Flask

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