Yet Another Computer Vision Index To Datasets (YACVID) - Details

Stand: 2020-06-02 000000m 22:49:00 - Overview

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Name (Institute + Shorttitle)HandNet annotated hand dataset 
Description (include details on usage, files and paper references)The HandNet dataset contains depth images of 10 participants hands non-rigidly deforming infront of a RealSense RGB-D camera.

This dataset includes 214971 annotated depth images of hands captured by a RealSense RGBD sensor of hand poses.

per pixel classes, 6D fingertip pose, heatmap.

Train - 202198
Test - 10000
Validation - 2773

Recorded at GIP Lab, Technion

The annotations are generated by a magnetic annotation technique as described in our paper
Rule of Thumb: Deep derotation for improved fingertip recognition, A Wetzler, R Slossberg, R Kimmel, BMVC 2015

6D pose is available for the center of the hand as well as the five fingertips (i.e. position and orientation of each).

URL Link 
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Tags (single words, spaced)hand articulation segmentation classification detection pose fingertip rgbd video 
Last Changed2020-06-02 
Turing (2.12+3.25=?) :-)