100DOH (The 100 Days Of Hands)

100天的手数据集 (100DOH) 是一个包含手和手-对象交互的大规模视频数据集。它由来自11个类别的27.3K Youtube视频组成 (请参见下表中的详细信息)，其中包含近131天的日常互动镜头。数据集的重点是手接触，它包括第一人称视角和第三人称视角。100DOH中的视频不受限制且内容丰富，从日常生活记录到特定的教学视频。为了加强多样性，我们只保留每个上传者不超过20个视频。提供了所有视频链接。 我们隐式地搜索参与互动的手，而不是显式地搜索。我们搜索通用标签 (例如，DIY cookies家庭2014，厨房2018组装柜)，而不是特定的操作。The 100 Days of Hands (100DOH) is a large-scale video dataset encompassing hands and hand-object interactions. It comprises 27.3 thousand YouTube videos across 11 categories (see detailed information in the table below), containing nearly 131 days of daily interaction footage. The dataset focuses on hand contact, and includes both first-person and third-person perspectives. The videos in 100DOH are unrestricted and diverse in content, ranging from daily life recordings to specialized instructional videos. To enhance diversity, we retained no more than 20 videos per uploader. All video links are provided. We implicitly searched for hands involved in interactions, rather than conducting explicit searches. We targeted general tags (e.g., DIY cookie making at home 2014, kitchen cabinet assembly 2018) instead of specific manipulation actions.

搜集汇总

背景与挑战

背景概述

100DOH是一个大规模的手和手-对象交互视频数据集，包含27.3K YouTube视频，涵盖11个类别和近131天的镜头，注重多样性和手接触的视角。