558,870段50种动态手势识别数据【数据堂】

558,870段50种动态手势识别数据场景包括室内场景和室外场景（自然景观、街景、广场等）。数据涵盖男性女性，人种分布为黄种人，年龄分布从少年到老年 。数据多样性包括多种场景、50种动态手势、5种拍摄角度、多种光照条件、不同拍摄距离。558,870段50种动态手势识别数据可用于智能家居、音响设备、车载系统的动态手势识别任务

This dataset contains 558,870 segments of dynamic gesture recognition data across 50 gesture categories. Its data collection scenarios include both indoor environments and various outdoor settings such as natural landscapes, street views, and plazas. The subjects involved are male and female, with an ethnic composition of East Asian populations, and cover all age groups from adolescents to the elderly. The dataset boasts rich diversity, encompassing diverse collection scenarios, 50 dynamic gesture types, 5 shooting angles, various lighting conditions, and different shooting distances. This dataset can be applied to dynamic gesture recognition tasks in smart home systems, audio equipment, and in-vehicle systems.

搜集汇总

背景与挑战

背景概述

该数据集包含558,870段动态手势视频，涵盖50种手势，采集于室内外多种场景，使用手机、iPad和笔记本电脑设备。数据涉及黄种人，年龄和性别分布广泛，采集条件包括不同角度、光照和距离，准确率超过97%，适用于智能家居、音响和车载系统的动态手势识别任务，但仅对企业合作开放。