PUG: Photorealistic Unreal Graphics
PUG_Video.mp4
This codebase contains:
- download links for the PUG-datasets
- dataloaders
- scripts that are needed to samples images from a running interactive environment made with the Unreal Engine.
- script to evaluate VLMs models with PUG: SPAR
- list of the assets used to create the PUG datasets (which are listed in each PUG folders)
Here are the links to download the PUG datasets:
Please look at each PUG subfolder to get information on how to load the datasets.
The instruction are availables in the torchmultiverse folder.
The datasets are distributed under the CC-BY-NC, with the addenda that they should not be used to train Generative AI models, as found in the LICENSE file.
If you use the PUG datasets, please cite:
@misc{bordes2023pug,
title={PUG: Photorealistic and Semantically Controllable Synthetic Data for Representation Learning},
author={Florian Bordes and Shashank Shekhar and Mark Ibrahim and Diane Bouchacourt and Pascal Vincent and Ari S. Morcos},
year={2023},
eprint={2308.03977},
archivePrefix={arXiv},
primaryClass={cs.CV}
}