############################### ### GANerated Hands Dataset ### ############################### ---------------------------------------------------------------------------------------------------------------------------------------------- | Terms of use: | | The provided dataset is intended for research purposes only and any use of it for non-scientific and/or commercial means is not allowed. | | This includes publishing any scientific results obtained with our data in non-scientific literature, such as tabloid press. | | If you use this dataset, you are required to cite the following paper: | | | | Mueller F, Bernard F, Sotnychenko O, Mehta D, Sridhar S, Casas D, Theobalt C. | | GANerated Hands for Real-Time 3D Hand Tracking from Monocular RGB. | | Proc. of IEEE Computer Vision and Pattern Recognition 2018. | | | | Refer to the license (license.txt) distributed with the data. | | | ---------------------------------------------------------------------------------------------------------------------------------------------- frames without object: 143,449 frames with object: 188,050 camera intrinsics: [ 617.173, 0, 315.453, 0, 617.173, 242.259, 0, 0, 1] Directory structure: * joints.png * license.txt * README.txt (this file) * data/ * withObject / noObject * / (s.t. every directory contains 1024 example frames) For every frame, the following data is provided: - color: 24-bit color image of the hand (cropped) - joint_pos: 3D joint positions relative to the middle MCP joint. The values are normalized such that the length between middle finger MCP and wrist is 1. The positions are organized as a linear concatenation of the x,y,z-position of every joint (joint1_x, joint1_y, joint1_z, joint2_x, ...). The order of the 21 joints is as follows: W, T0, T1, T2, T3, I0, I1, I2, I3, M0, M1, M2, M3, R0, R1, R2, R3, L0, L1, L2, L3. Please also see joints.png for a visual explanation. - joint2D: 2D joint positions in u,v image coordinates. The positions are organized as a linear concatenation of the u,v-position of every joint (joint1_u, joint1_v, joint2_u, …). - joint_pos_global: 3D joint positions in the coordinate system of the original camera (before cropping) - crop_params: cropping parameters that were used to generate the color image (256 x 256 pixels) from the original image (640 x 480 pixels), specified as top left corner of the bounding box (u,v) and a scaling factor