https://github.com/gantman/ai_sort

Use AI to sort you into your house
https://github.com/gantman/ai_sort

javascript tensorflow tensorflow-js tensorflowjs tfjs

Last synced: 9 months ago
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Use AI to sort you into your house

• Host: GitHub
• URL: https://github.com/gantman/ai_sort
• Owner: GantMan
• License: mit
• Created: 2021-01-02T07:36:45.000Z (almost 5 years ago)
• Default Branch: main
• Last Pushed: 2021-07-09T23:03:18.000Z (over 4 years ago)
• Last Synced: 2025-02-09T07:41:41.271Z (10 months ago)
• Topics: javascript, tensorflow, tensorflow-js, tensorflowjs, tfjs
• Language: HTML
• Homepage: https://aisortinghat.com
• Size: 14.8 MB
• Stars: 1
• Watchers: 3
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# AI Sorting Hat

### Use AI to sort you into your wizarding house

![Screenshot](./media/sort.jpg)

Doodle an animal and get sorted int your own Hogwarts house.

Powered by [TensorFlow.js](https://www.tensorflow.org/js/) this site uses drawings by Google's Quick, Draw! datacet to identify your drawings.  Draw a Lion, Raven, Badger, or Serpent, but don't draw a skull ;)

Use the dataset yourself:  https://www.kaggle.com/gantlaborde/riddikulus

Your result drawings are downloadable with the prediction.

![Sharable Graphic Demo](./media/example-sort.png)

## Transfer Learning Bonus

If you're interested in checking out Transfer Learning in TFJS, you can check out https://aisortinghat.com/transfer/

[![Screenshot of transfer screen](./media/transfer.JPG)](https://aisortinghat.com/transfer/)