Datasets › Rendered Handpose Dataset

Rendered Handpose Dataset

Introduced by Christian Zimmermann et al. in Learning to Estimate 3D Hand Pose from Single RGB Images archive 2025-07-28

Rendered Handpose Dataset contains 41258 training and 2728 testing samples. Each sample provides:

  • RGB image (320x320 pixels)
  • Depth map (320x320 pixels)
  • Segmentation masks (320x320 pixels) for the classes: background, person, three classes for each finger and one for each palm
  • 21 Keypoints for each hand with their uv coordinates in the image frame, xyz coordinates in the world frame and a visibility indicator
  • Intrinsic Camera Matrix K

Source: Learning to Estimate 3D Hand Pose from Single RGB Images Image Source: https://lmb.informatik.uni-freiburg.de/resources/datasets/RenderedHandposeDataset.en.html

Benchmarks archive 2025-07-28

No leaderboard in the archive resolves to this dataset.

Papers archive 2025-07-28

No paper in the archive has a leaderboard row on this dataset; the archive counts 2 papers for it but never published that list.

Dataset loaders archive 2025-07-28

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • Rendered Handpose Dataset

1 variant name, as the archive lists them.

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