EventAug is an open-source Python package that provides methods for augmentation of visual event data. This package was developed as part of the Google Summer of Code 2022 program. A summary of information about the project can be found at this webpage.
If you don't have Poetry installed, you can install it with the following command:
pip install poetry
Clone the public repository and enter the working directory:
git clone https://github.com/NeelayS/event_aug
cd event_aug/
To install the basic version of the package:
poetry install --without dev
If you wish to install the development version of the package:
poetry install
If you wish to use the Youtube video downloading functionality of the package, you can additionally run:
poetry install -E youtube
To install the basic version of the package:
pip install git+https://github.com/NeelayS/event_aug.git
To use the YouTube video downloading functionality of the package:
pip install git+https://github.com/NeelayS/event_aug.git#[youtube]
Please refer to the tutorial_ntbks/ directory for usage examples. It contains two IPython notebooks which demonstrate how the package can be used to augment event-camera datasets end-to-end using spike-encoded (custom) videos and Perlin noise.