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You can use https://www.tensorflow.org/js. You can find lot of tutorials.

thank you

I'm also working for our Plug-N-Meet web conferencing system. You can have a look if you're interested this branch: https://github.com/mynaparrot/plugNmeet-client/tree/topic/virtual-background. Still WIP