数据堂—314,178张18种手势识别数据

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 across 18 gesture categories, with diverse scenarios, 5 shooting angles, multiple age groups, and various lighting conditions. Regarding annotations, 21 key points (each equipped with a visibility attribute indicating its visible or invisible state), gesture categories, and gesture attributes are labeled. The 314,178 gesture recognition samples can be used for 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种手势类型，适用于手势识别和人机交互任务。数据覆盖多种场景、拍摄角度、年龄组和光照条件，并标注了21个关键点、手势类别及属性，标注准确率不低于95%。