OpenXD-HuMMan

HuMMan is the largest known multi-modal human body/gesture dataset in the world. It consists of 1000 subjects, and 500 actions designed based on human muscle groups. It contains 8 modalities, 400K video sequences and 60M frames of data. Data was collected via a sensor suite of both RGB-D cameras and a mobile phone. It supports studies on action recognition, human pose and shape estimation, and textured mesh reconstruction.

HuMMan是目前已知全球规模最大的多模态人体/手势数据集。该数据集包含1000名受试者，以及基于人体肌群设计的500种动作，涵盖8种模态、40万条视频序列与6000万帧数据。其数据通过由RGB-D相机与移动设备组成的传感器套件采集所得，可支撑动作识别、人体姿态与形状估计、纹理网格重建等方向的研究工作。

搜集汇总

背景与挑战

背景概述

OpenXD-HuMMan是一个多模态的人类身体和手势数据集，包含1000名受试者和500种动作，支持多种计算机视觉任务。数据集提供了丰富的模态和数据量，适用于动作识别、人体姿态估计等研究。