Zita is an all-in-one machine learning solution for building production-ready image classification services. It covers the full life cycle of creating a simple image classifier.

You can consider it an open source alternative to Amazon SageMaker for image classification.

Features

1. An easy-to-use image labelling tool for creating ground truth
2. Out-of-the-box Jupyter notebooks and CLI commands to efficiently train and tune modern deep learning image classifiers.
3. High-performance RPC and web API to test, evaluate and serve predictions.

With only minimal setup, anyone can build, train, and deploy a production-ready custom image classification service within hours.