How to deploy your model in production on android platform

Part 1 (2019)
3

Hi,

There are two ways.

  • You can use ONNX to export your model to the tensorflow and import them in the tesorflow.js or tensorflow lite, but I haven’t yet done it successfully for ResNet36 and I didn’t have time to look why.
    You can go through with this post: Fastai to browser pipeline and check if it’s working.

  • You can build a server (it can be even a CPU server) and by using JSON communication you can upload to the server input and get output. I describe this on my webpage how to do this with AWS Free-Tier (https://alexiej.github.io/checker/)

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