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A fastai/Voila web-app to classify the user-provided image into one of these categories: anime, Disney animation, soviet animation

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animation_classifier

A Voila web-app to classify the user-provided image into one of these classes:

  • anime
  • Disney animation
  • soviet animation

The app is powered by fastai / PyTorch.

Click this link to render it as a web-app:

Binder

Optionally: create any image classifier from it

One can easily modify the code to make it work with other classes too. See the Jupyter notebook for details. In short, you just need to:

  • replace the classes names with your own (e.g. "cats", "dogs")
  • replace the Bing image search API key (you can get a 7-days demo for free)
  • uncomment a few lines of code:
    • the get_new_model
    • the lines about additional dependencies, as indicated in the notebeook
  • run all cells in the notebook to generate the new trained model

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A fastai/Voila web-app to classify the user-provided image into one of these categories: anime, Disney animation, soviet animation

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