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Pigmented Skin Lesion Classifier Web-App

https://hamptonjc.github.io/skin-lesion-classifier-web-app/

This web-app uses a Mobilenet neural network to classify images of skin lesions (i.e. moles).

Training

The network was developed in Python with Tensorflow.

The training process is available in a Colab notebook -> link

The network started from a pretrained Mobilenet. The architecture was modified to fit the problem. The network was trained on the HAM10000 dataset ->link

Web-App

The network was converted into a TensorflowJS model. The web-app was developed with Angular & Angular Material.

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An Angular webapp for classifying skin lesion images

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