TikTokDress

该数据集是一个高分辨率的视频虚拟试穿数据集，它以复杂的背景、多样的动作以及性别平衡的表现为特点。数据集中包含了短视频平台TikTok上的片段（时长10至30秒），展示了各种舞蹈动作，同时具备精确的服装匹配和详尽的标注信息。此外，该数据集捕捉了广泛的人体姿态和动态动作，涵盖了相机距离变化、多样的背景以及多种服装类型。该数据集经过了人工精心筛选，确保了服装匹配的高质量。规模上，它包含了817个视频与服装的组合，以及超过27万张RGB帧图像。该数据集的任务是视频虚拟试穿。This dataset is a high-resolution video virtual try-on dataset, defined by complex backgrounds, varied movements, and gender-balanced representations. It contains clips (10–30 seconds long) sourced from TikTok, a short-video platform, which feature diverse dance movements, paired with precise clothing matching and detailed annotations. Additionally, the dataset captures a wide array of human poses and dynamic actions, encompassing varying camera distances, diverse backdrops, and multiple clothing categories. This dataset has undergone meticulous manual screening to ensure high-quality clothing matching. In terms of scale, it includes 817 video-clothing pairs and over 270,000 RGB frame images. The task targeted by this dataset is video virtual try-on.

搜集汇总

背景与挑战

背景概述

TikTokDress是一个高分辨率视频虚拟试穿数据集，包含来自TikTok的817个短视频（10-30秒），涵盖复杂背景、多样舞蹈动作和性别平衡的表现。该数据集提供精确的服装匹配和详尽标注，总计超过27万张RGB帧图像，专为视频虚拟试穿任务设计。