3DPeople Dataset

by Albert PumarolaResearch Only

3DPeople Dataset

First dataset of dressed humans with specific geometry representation for the clothes. It contains ~2 Million images with 40 male/40 female performing 70 actions. Every subject-action sequence is captured from 4 camera views and annotated with: RGB, 3D skeleton, body part and cloth segmentation masks, depth map, optical flow, and camera parameters.

Dataset Attributes

Label SVG
TasksSegmentation
Label SVG
CategoriesFashion
Label SVG
SensorRGB-D, Segmentation Masks