K-Hairstyle

K-hairstyle 提供 500,000 张具有丰富注释的高分辨率图像，例如发型类别、头发分割蒙版和各种属性。

高分辨率图像。使用高端相机采集最大分辨率为 4032×3024 的图像。
大规模数据集。我们提供了 500,000 张图像，比任何其他现有的发型数据集都多。
多视图图像。该数据集包含从每个人的不同摄像机角度捕获的多视图图像。这些角度包括 2 个不同的垂直摄像机角度和大约 10 到 60 个不同的水平角度。
分割掩码。图像的头发区域以多边形的形式手动标记。模糊的面部区域也以相同的方式标记。
发型属性。各种与发型相关的属性由韩国专业发型师注释。具体来说，将不同的发型分为 31 种类型，另外还标注了 63 个附加属性，例如头发颜色、长度和卷度。
脸色模糊。由于隐私问题，我们使面部区域变得模糊。

K-hairstyle provides 500,000 high-resolution images with rich annotations, including hairstyle categories, hair segmentation masks, and various attributes.

High-resolution images: Images with a maximum resolution of 4032×3024 were captured using high-end cameras.

Large-scale dataset: We provide 500,000 images, which exceeds the scale of all existing hairstyle datasets.

Multi-view images: This dataset includes multi-view images captured from various camera angles for each individual. These angles cover 2 distinct vertical camera perspectives and approximately 10 to 60 different horizontal angles.

Segmentation masks: The hair regions of the images are manually annotated in the form of polygons. Blurred facial regions are also marked using the same method.

Hairstyle attributes: Various hairstyle-related attributes are annotated by professional Korean hairstylists. Specifically, different hairstyles are categorized into 31 types, with an additional 63 supplementary attributes labeled, such as hair color, length, and curliness.

Facial blurring: To address privacy concerns, we have blurred the facial regions of all images.

搜集汇总

背景与挑战

背景概述

K-Hairstyle是一个大规模发型数据集，包含50万张高分辨率图像，具有丰富的注释信息，如发型类别、头发分割蒙版和多视图角度。该数据集由韩国专业发型师标注，涵盖31种发型类型和63个附加属性，适用于虚拟头发编辑和发型分类任务，同时为保护隐私对脸部进行了模糊处理。