Photorealistic Unreal Graphics

lastmod 2023-08-14created 2023-08-141 edits

Meta AI releases the PUG (Photorealistic Unreal Graphics) dataset for vision models

Features

Meta AI releases the PUG dataset for vision models

• Three datasets: PUG: Animals, PUG: ImageNet, and PUG: SPAR
  • PUG: Animals: a dataset for OOD research that also allows better probing of vision model representations
  • PUG: ImageNet: a dataset for ImageNet-pretrained models, to better understand vision model capabilities in terms of robustness to specific factors of variation
  • PUG: SPAR is a dataset for evaluating VLM understanding using synthetic data
• Comes with sample code for downloading and loading the datasets
• Unreal Engine can be used to set up environments, load datasets, and more
• Distributed under the CC-BY-NC license

See also

• Meta

Favorite site

• PUG web site