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A local app that runs in your browser based on a deep learning system that can classify an image in 2 ways: Binary classification of skin vs. non-skin. 304 disease categories.

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SKINdx

A deep learning system that can classify an image in 2 ways:

  1. Binary classification of skin vs. non-skin.
  2. 304 disease categories.

Categories excluded from predictions: [1, 50, 69, 73, 139, 222, 235, 253, 257, 296] (See categories.json)

Getting Started

Before starting download the weights as best1.tar and place them in:

networks_binary: best1.tar

networks_categories: best1.tar

python3 app.py

Prerequisites

See requirements.txt

Questions

For questions, please write an issue.

LICENSE

Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

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A local app that runs in your browser based on a deep learning system that can classify an image in 2 ways: Binary classification of skin vs. non-skin. 304 disease categories.

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