/tf_serving_flask_app

Creation of REST API for TensorFlow models hosted by TensorFlow Serving

Primary LanguagePython

TensorFlow Serving client hosted by Flask web framework

This is an extension of my TensorFlow Serving test project. It introduces a Flask web server that hosts TensorFlow serving client. It receives REST requests to predict Street View House Numbers, translates them into protobufs and sends to a TensorFlow server via gRPC for prediction by GAN model.
Mentioned GAN model is trained using semi-supervised learning technique and based on the model taught at Udacity Deep Learning Foundations course. The original Jupyter Notebook can be found at GitHub.
More details on the project can be found at my blog.