Consume tensor-flow serving inception model using java client

What I did is, I have deployed tensor-flow serving using Docker on Windows. I am using inception model inside the tensor-flow serving. It is up and running.
Now, using java, I want to upload the image from browser to this inception model running in tensorflow serving and in response I should get the class name.

Any sample example would help.

1 Answer
1

tensorflow serving is a service, so treat as such. there is no need for anything special. since 1.8 tensorflow serving offers a REST API so simply send an http request from you java application to the REST tensorflow serving service.

There is a simple example for how to set up a REST tensorflow serving service for MNIST (but can be used with any model) in a blog post a recently posted: “Tensorflow serving: REST vs gRPC” https://medium.com/@avidaneran/tensorflow-serving-rest-vs-grpc-e8cef9d4ff62

All that is left for you to do is create the REST request according to your model (inception) signature.

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