15人3D人体22关键点标注数据【数据堂】

15人3D人体22关键点标注数据。数据多样性包括多种场景、不同年龄、不同服饰、不同人体坐姿。 在标注方面，标注人体22关键点2D和3D点坐标、关键点属性、人体矩形框。数据可用于人体实例分割、人体行为识别等任务

This is a 3D human body dataset with 22 keypoint annotations for 15 subjects. The dataset demonstrates diversity across multiple aspects, including varied scenarios, different age groups, diverse clothing styles, and various sitting postures of human bodies. The annotations cover 2D and 3D coordinates of the 22 human keypoints, keypoint attributes, as well as human bounding boxes. This dataset can be applied to tasks such as human instance segmentation and human behavior recognition.

搜集汇总

背景与挑战

背景概述

该数据集包含15人、21,210张图像，采集自居家和办公场景，涵盖不同年龄、服饰和人体坐姿的多样性。数据标注了人体22个关键点的2D和3D坐标、关键点属性及人体矩形框，标注准确率超过95%，适用于人体实例分割和行为识别等任务，但为商业数据，仅限企业合作购买。