Resolve python dependencies on production

[Sergy Youbi]

Hello! In my React+Node.js machine learning app, i use Python to do an image classification task. The python file (code) is run with node.js Child Process and it works fine because the python libraries are installed on my local machine. But I am wondering if I deploy this app to cloud (heroku, vercel, etc), how python dependencies will be resolved ?? 

If it is imposssible,  is there a better solution ??

[Shaukat hussain]

Hi Sergy

You can try using tensorflow serving it provides out of the box API to serve on docker container.

Best Regards

Shaukat 

On Fri, Aug 26, 2022, 4:47 PM Sergy Youbi <serg...@gmail.com> wrote:

Hello! In my React+Node.js machine learning app, i use Python to do an image classification task. The python file (code) is run with node.js Child Process and it works fine because the python libraries are installed on my local machine. But I am wondering if I deploy this app to cloud (heroku, vercel, etc), how python dependencies will be resolved ?? 

If it is imposssible,  is there a better solution ??

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