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moleCare: a web app using CNN to classify images of skin moles as malignant or benign

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moleCare - CNN project

moleCare is an application that uses Convolutional Neural Networks (CNN) to classify images of skin moles as malignant or benign.

Some highlights:

  • We applied transfer learning and used the pre-trained MobileNet v2 model to train our data. Additional layers were added to fine tune our model.
  • The API was developed with Flask framework.
  • The application was built in a Docker, and the resulting Docker image was then deployed to Heroku.

About

moleCare: a web app using CNN to classify images of skin moles as malignant or benign

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