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116,048 Sets - 3D Handpose Dataset

VR
Handpose recognization
3D reconstruction
Keypoints detection

This dataset contains 116,048 sets of 3D handpose data, each set includes hand mask image(RGB, 24-bit), depth image(16-bit), camera intrinsic parameter file(TXT), 3D keypoints file(OBJ), mesh file(OBJ), gesture type file(TXT), keypoints demo image(JPG), and mesh demo image(JPG). The data is collected indoors, with the right hand (no handheld objects), covering both first-person and third-person perspectives, multiple gesture types, finger poses, hand overall rotation poses, individuals and Kinect devices used. This dataset does not include personally identifiable facial information, with hand mask images and depth images aligned. This dataset can be used for tasks such as handpose recognition, hand 3D reconstruction, and hand keypoints detection.

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SpecificationsSpecifications
Contents
116,048 sets, each set includes hand mask image(RGB, 24-bit), depth image(16-bit), camera intrinsic parameters file(TXT), 3D keypoints file(OBJ), mesh file(OBJ), gesture type file(TXT), keypoint demo image(JPG), and mesh demo image(JPG)
Distribution
indoor, right hand (without holding objects), covering both first-person and third-person perspectives, multiple gesture types, finger poses, and hand overall rotation poses, collected from multiple individuals
Other notes
the capturing devices used is multiple Kinects, the data does not contain any sensitive personal facial information, the hand mask images and depth images are already aligned
Sample Sample
  • 116,048 Sets - 3D Handpose Dataset
  • 116,048 Sets - 3D Handpose Dataset
  • 116,048 Sets - 3D Handpose Dataset
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