Datasets › SynthHands

SynthHands

Introduced by Franziska Mueller et al. in Real-time Hand Tracking under Occlusion from an Egocentric RGB-D Sensor1 Jan 2017 archive 2025-07-28

The SynthHands dataset is a dataset for hand pose estimation which consists of real captured hand motion retargeted to a virtual hand with natural backgrounds and interactions with different objects. The dataset contains data for male and female hands, both with and without interaction with objects. While the hand and foreground object are synthtically generated using Unity, the motion was obtained from real performances as described in the accompanying paper. In addition, real object textures and background images (depth and color) were used. Ground truth 3D positions are provided for 21 keypoints of the hand.

Source: Egocentric 6-DoF Tracking of Small Handheld Objects Image Source: https://handtracker.mpi-inf.mpg.de/projects/OccludedHands/SynthHands.htm

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 7 papers for it but never published that list.

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

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Modalities archive 2025-07-28

Languages archive 2025-07-28

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Variants archive 2025-07-28

  • SynthHands

1 variant name, as the archive lists them.

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