THE 20BN-JESTER DATASET

by Joanna Materzynska,Guilaume Berger,Ingo Bax,Roland MemisevicUnknown

THE 20BN-JESTER DATASET

The 20BN-JESTER dataset is a large collection of densely-labeled video clips that show humans performing pre-definded hand gestures in front of a laptop camera or webcam. The dataset was created by a large number of crowd workers. It allows for training robust machine learning models to recognize human hand gestures. It is available free of charge for academic research. Commercial licenses are available upon request.

Dataset Attributes

Label SVG
TasksClassification
Label SVG
CategoriesHand Gestures
Label SVG
SensorRGB Camera

Class Labels

Doing other thingsDrumming FingersNo gesturePulling Hand inPulling Two Fingers InPushing Hand AwayPushing Two Fingers AwayRolling Hand BackwardRolling Hand ForwardShaking HandSliding Two Fingers DownSliding Two Fingers LeftSliding Two Fingers RightSliding Two Fingers UpStop SignSwiping DownSwiping LeftSwiping RightSwiping UpThumb DownThumb UpTurning Hand ClockwiseTurning Hand CounterclockwiseZooming In with Two FingersZooming Out with Full HandZooming Out with Two Fingers