314,178张18种手势识别数据【数据堂】

314,178张18种手势识别数据涵盖多种场景、18种手势、5种拍摄角度、多年龄段、多种光照条件。在标注方面，标注21关键点（每个关键点有可见不可见属性）、手势类别和手势属性。314,178张18种手势识别数据可用于手势识别、人机交互等任务

This dataset consists of 314,178 gesture recognition images covering 18 gesture categories, involving diverse scenarios, 5 camera angles, multiple age groups and various lighting conditions. In terms of annotation, it labels 21 key points (each with a visibility attribute to mark whether it is visible or invisible), as well as gesture categories and gesture attributes. This dataset can be applied to tasks including gesture recognition and human-computer interaction.

搜集汇总

背景与挑战

背景概述

该数据集包含314,178张图像，涵盖18种手势识别任务，采集自室内外多种场景，具有拍摄角度、年龄段和光照条件的多样性。数据采用21关键点、手势类别和属性进行标注，标注准确率不低于95%，仅限企业合作购买使用。