数据堂—558,870段50种动态手势识别数据

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. The data collection scenarios cover both indoor environments and outdoor settings including natural landscapes, street views, and public squares. The subject pool includes both males and females, with all subjects belonging to the East Asian ethnic group, and the age range spans from adolescents to the elderly. The dataset features rich diversity, encompassing multiple collection scenarios, 50 types of dynamic gestures, 5 shooting angles, varying lighting conditions, and different shooting distances. This dataset can be utilized for dynamic gesture recognition tasks in smart home systems, audio devices, 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段视频，覆盖50种动态手势，数据采集自多样化的室内外场景，涉及不同性别、年龄和种族的参与者，并包含多种拍摄角度、光照条件和距离。它适用于智能家居、音频设备和车辆系统中的动态手势识别任务，版权归DataTang所有，可供商业使用。