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If you use GCP AutoML service, you can export AutoML Vision edge models (for image classification and object detection) directly for TensorFlow.js for use in browser or Node.js. Please see this: https://cloud.google.com/vision/automl/docs/tensorflow-js-tu...

Since this produces a notebook with python code, you might be able to tweak it so the final model works in tensor flow.js. But depending on model size / hardware requirements, it might be better to just make a network call.

You can use web-grpc to generate js api from grpc interface. There is also tensorflow.js .