Deployment boilerplate for fastai-v2

Hey,

I’ve been working lately on a project which involved deploying a model in a more advanced way than what the tutorial shows (how to use it as an API and not just a web-app, how to build a mobile app using this model, how to make an image-to-image API and not just image-to-class, …).

The result is a repo that I hope can be useful for other people who wish to deploy fastai2 models. In particular, it features:

Btw, it’s also a good opportunity for me to thank here @muellerzr, since he helped me on the forum several times for this project, and I used his boilerplate as a basis for mine :slight_smile: .

Here are some screenshots of the app:




Please let me know if you have any comment or feedback!

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I’ll be thanking you here, as server code is one of my greatest weaknesses right now (I just know the Render boilerplate) and I want to learn about API’s and what you have done here, so thank you :smiley:

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