Consume tensor-flow serving inception model using java client
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 acco...