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Project Classification + X

See this example live!

This is a template website to host a TensorFlow JS (TFJS) version of image classification models online.

To host your own classification + X website:

  • Copy this repository to your own repository
  • Place the TFJS model JSON and shards to the model_tfjs/ folder
  • Open model_tfjs/model.json and replace instances of "Functional" with "Model"
  • Overwrite the CLASSES_NAMES list in index.js
  • Make sure the image normalization steps in index.js is the same as training
  • Modify index.html as desired
  • Host on GitHub Pages

Learn more about exporting models from TensorFlow to TFJS here.

See more TFJS examples here.

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CMU AI Scholar 2024 Project Website Eye Retina Disease Classification

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  • Jupyter Notebook 42.3%
  • SCSS 27.3%
  • CSS 26.3%
  • JavaScript 3.6%
  • HTML 0.5%