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Datasets/SHREC

SHREC

SHape REtrieval Contest

Introduced 2015-01-01

The SHREC dataset contains 14 dynamic gestures performed by 28 participants (all participants are right handed) and captured by the Intel RealSense short range depth camera. Each gesture is performed between 1 and 10 times by each participant in two way: using one finger and the whole hand. Therefore, the dataset is composed by 2800 sequences captured. The depth image, with a resolution of 640x480, and the coordinates of 22 joints (both in the 2D depth image space and in the 3D world space) are saved for each frame of each sequence in the dataset.

Source: Exploiting Recurrent Neural Networks and Leap Motion Controller for Sign Language and Semaphoric Gesture Recognition Image Source: http://tosca.cs.technion.ac.il/book/shrec.html

Related Benchmarks

SHREC 2017/Gesture Recognition/14 Gestures AccuracySHREC 2017/Gesture Recognition/28 Gestures AccuracySHREC 2017/Hand/14 Gestures AccuracySHREC 2017/Hand/28 Gestures AccuracySHREC 2017 track on 3D Hand Gesture Recognition/3D Action Recognition/14 gestures accuracySHREC 2017 track on 3D Hand Gesture Recognition/3D Action Recognition/28 gestures accuracySHREC 2017 track on 3D Hand Gesture Recognition/3D Action Recognition/No. ParametersSHREC 2017 track on 3D Hand Gesture Recognition/3D Action Recognition/Speed (FPS)SHREC 2017 track on 3D Hand Gesture Recognition/Action Detection/14 gestures accuracySHREC 2017 track on 3D Hand Gesture Recognition/Action Detection/28 gestures accuracySHREC 2017 track on 3D Hand Gesture Recognition/Action Detection/No. ParametersSHREC 2017 track on 3D Hand Gesture Recognition/Action Detection/Speed (FPS)SHREC 2017 track on 3D Hand Gesture Recognition/Action Localization/14 gestures accuracySHREC 2017 track on 3D Hand Gesture Recognition/Action Localization/28 gestures accuracySHREC 2017 track on 3D Hand Gesture Recognition/Action Localization/No. ParametersSHREC 2017 track on 3D Hand Gesture Recognition/Action Localization/Speed (FPS)SHREC 2017 track on 3D Hand Gesture Recognition/Action Recognition/14 gestures accuracySHREC 2017 track on 3D Hand Gesture Recognition/Action Recognition/28 gestures accuracySHREC 2017 track on 3D Hand Gesture Recognition/Action Recognition/No. ParametersSHREC 2017 track on 3D Hand Gesture Recognition/Action Recognition/Speed (FPS)SHREC 2017 track on 3D Hand Gesture Recognition/Activity Recognition/14 gestures accuracySHREC 2017 track on 3D Hand Gesture Recognition/Activity Recognition/28 gestures accuracySHREC 2017 track on 3D Hand Gesture Recognition/Activity Recognition/No. ParametersSHREC 2017 track on 3D Hand Gesture Recognition/Activity Recognition/Speed (FPS)SHREC 2017 track on 3D Hand Gesture Recognition/Gesture Recognition/14 gestures accuracySHREC 2017 track on 3D Hand Gesture Recognition/Hand/14 gestures accuracySHREC 2017 track on 3D Hand Gesture Recognition/Temporal Action Localization/14 gestures accuracySHREC 2017 track on 3D Hand Gesture Recognition/Temporal Action Localization/28 gestures accuracySHREC 2017 track on 3D Hand Gesture Recognition/Temporal Action Localization/No. ParametersSHREC 2017 track on 3D Hand Gesture Recognition/Temporal Action Localization/Speed (FPS)SHREC 2017 track on 3D Hand Gesture Recognition/Video/14 gestures accuracySHREC 2017 track on 3D Hand Gesture Recognition/Video/28 gestures accuracySHREC 2017 track on 3D Hand Gesture Recognition/Video/No. ParametersSHREC 2017 track on 3D Hand Gesture Recognition/Video/Speed (FPS)SHREC 2017 track on 3D Hand Gesture Recognition/Zero-Shot Learning/14 gestures accuracySHREC 2017 track on 3D Hand Gesture Recognition/Zero-Shot Learning/28 gestures accuracySHREC 2017 track on 3D Hand Gesture Recognition/Zero-Shot Learning/No. ParametersSHREC 2017 track on 3D Hand Gesture Recognition/Zero-Shot Learning/Speed (FPS)SHREC'19/3D/Accuracy at 1%SHREC'19/3D/Euclidean Mean Error (EME)SHREC'19/3D Shape Representation/Accuracy at 1%SHREC'19/3D Shape Representation/Euclidean Mean Error (EME)SHREC11, Split10-10/Object Recognition/Per-Class AccuracySHREC11, Split16-4/Object Recognition/Per-Class AccuracySHREC15/Point Cloud Super Resolution/F-measure (%)

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3D Object RecognitionGesture RecognitionHand Gesture RecognitionPoint Cloud Super ResolutionSkeleton Based Action Recognition