CustomHumans Dataset

CustomHumans is recorded by a multi-view photogrammetry system equipped with 53 RGB (12 Megapixels) and 53 (4 Megapixels) IR cameras. The resulting high-quality scan is composed of a 40K-face mesh alongside a 4K-resolution texture map. In addition to the high-quality scans, CustomHumans provides accurately registered SMPL-X parameters using a customized mesh registration pipeline. 80 participants are invited for the data capturing. Each of them is instructed to perform several movements, such as "T-pose", "Hands Up'", "Squat'", "Turing head'', and "Hand gestures", in a 10-second long sequence (300 frames). 4-5 best-quality meshes in each sequence are selected as the data samples. In total, the dataset contains more than 600 high-quality scans with 120 different garments.

CustomHumans 数据集由一套配备53台RGB（1200万像素）和53台红外（400万像素）相机的多视角摄影测量系统记录而成。该数据集包含高质量的三维扫描，由40K面数网格与4K分辨率的纹理图构成。此外，CustomHumans 通过定制网格注册流程，精确地提供了SMPL-X参数。数据采集过程中，邀请了80名参与者，每位参与者被要求在10秒的连续动作序列（300帧）中完成多个动作，如“T形姿势”、“双手高举”、“蹲下”、“头部转动”以及“手势”。每个序列中选取4-5个最佳质量的网格作为数据样本。总体而言，该数据集包含超过600个高质量扫描，涵盖120种不同的服装。