DensePose for JS

Question

DensePose for JS

Opened this issue 5 years ago · 2 comments

I am using DensePose to get IUV_map which I am planning to use later on the pipeline. The issue is that, for deployment, I need a JS version to run on web. Tensorflow.js does run in browser but DensePose is in pytorch.

Any idea for running the task on browser will be helpful.

Thanks

Answer 1 · 2020-07-01T13:05:07.000Z

This link suggests that saving the model in ONNX and loading it using Tensorflow is one way to do it. Have you tried it?

Answer 2 · 2020-07-01T18:29:21.000Z

For densepose, documentation for export to ONNX mentions that some of the operations are only available in caffe2 and that will disrupt the conversion further to tensorflow. That's why i wanted feedback if someone found a way to do the same.