50,022张人体服饰分割数据【数据堂】

50,022张人体服饰分割数据涵盖男性女性，人种分布为黄种人，白种人和黑种人，年龄分布为少年，青年和中年。数据涵盖多种景场、多种光照条件、多种服装（上衣、下衣、鞋）、多种饰品（包、眼镜、饰品等）。在标注方面，对47类目标（包括背景、服饰）进行语义分割标注。50,022张人体服饰分割数据可用于服饰分割，时尚推荐等任务

This dataset contains 50,022 human clothing segmentation images, covering male and female subjects across three ethnic groups: East Asian, Caucasian, and Black, as well as three age brackets: adolescents, young adults, and middle-aged individuals.
The dataset encompasses diverse background scenes, lighting conditions, clothing items (upper garments, lower garments, and shoes), and accessories such as bags, glasses, and other ornaments.
Regarding annotation, semantic segmentation annotations are performed for 47 target categories including background and clothing-related objects.
These 50,022 human clothing segmentation images can be applied to tasks such as clothing segmentation and fashion recommendation.

搜集汇总

背景与挑战

背景概述

该数据集包含50,022张人体服饰图像，涵盖黄种人、白种人、黑种人，以及不同性别和年龄段的分布，并包含室内外场景。数据进行了47类目标的语义分割标注，标注准确率超过97%，适用于服饰分割和时尚推荐任务，但仅限企业合作购买。