Rendered Handpose Dataset

3DImagesRGB-D

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