/AutoDA

An automated data augmentation tool in Python

Primary LanguageJupyter Notebook

AutoDA

Build Status Docs Coverage

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/.