zemovi / AutoDA

An automated data augmentation tool in Python

AutoDA

AutoDA is a Python framework for automated real-time data augmentation for Deep Learning.

Features

• Data augmentation pipeline, applying an augmentation pipeline with optimized parameters can be done simply by:

Based on keras that:

• Allows for easy and fast prototyping (through user friendliness, modularity, and extensibility).
• Supports both convolutional networks and recurrent networks, as well as combinations of the two.
• Runs seamlessly on CPU and GPU.

Install

The quick way:

pip3 install git+https://github.com/NMisgana/AutoDA

Documentation

Documentation is available at http://autoda.readthedocs.io/en/latest/.