/tensorflow-serving

learning to deploy tensorflow models using tensorflow serving.

Primary LanguageJupyter Notebook

tensorflow-serving

Learning to deploy tensorflow models using tensorflow serving.

MNIST Example.

  • Run the file mnist-digit-dataset\tf-server\mnist-vanilla-cnn.ipynb and train a cnn model.
  • Run the tensorflow and flask servers using docker-compose up -d --build.
  • Run mnist-digit-dataset\request-post.py --image <image-path>.