/tf_serving_example

Deployment of TensorFlow models into production with TensorFlow Serving, Docker, Kubernetes and Microsoft Azure

Primary LanguagePython

TensorFlow Serving test project

The purpose of this project is to test capabilities of the TensorFlow Serving. It should host a GAN model to predict Street View House Numbers.
Mentioned GAN model is trained using semi-supervised learning technique and bases on the model taught at Udacity Deep Learning Foundations course. The original Jupyter Notebook can be found at GitHub.
Additionally I made it possible to export trained model into Protobuf and implemented a client to request the prediction for a number image.
More details on the project can be found at my blog.