100DOH

Overview

The 100 Days Of Hands Dataset (100) is a large-scale video dataset containing hands and hand-object interactions. It consists of 27.3K Youtube videos from 11 categories (see details in the table below) with nearly 131 days of footage of everyday interaction. The focus of the dataset is hand contact, and it includes both first-person and third-person perspectives. The videos in 100DOH are unconstrained and content-rich, ranging from records of daily life to specific instructional videos. To enforce diversity, we only keep no more than 20 videos from each uploader. All video links are provided.

We searched implicitly for hands engaged in interactions rather than explicitly. We search for generic tags (e.g., DIY cookies home 2014, kitchen 2018 assembly cabinet) instead of specific actions.

131 Days

12 Categories

27.3K Videos

19.2K Uploaders

Category	Amount	Storage	Brief Description
Boardgame	2,654	179G	playing board games, e.g. checkers, chess, monopoly, etc.
DIY	2,902	198G	diy clothes, gifts, food, cards or experiments etc.
Drinks	2,739	155G	making drinks, e.g. coffee, tea, smoothie, hydromel, etc.
Food	2,737	203G	making food, e.g. pasta, yogurt, seafood, chocolate, etc.
Furniture	2,813	145G	assembling furniture, e.g. bookcases, bedstands, tables, etc.
Gardening	955	79G	making gardens, e.g. growing trees, flowers, vegetable etc.
Housework	2,809	323G	doing housework or cleaning, decorating rooms, etc.
Packing	2,809	234G	packing or unpacking boxes, clothes, bags, gifts, etc.
Puzzle	2,825	176G	solving puzzles or magic cubes, building legos, etc.
Repair	2,764	177G	repairing cars, trucks, engines, computers, smartphones, etc.
Study	1,299	106G	studying and explaining videos for finals, midterms, engineering, etc.
Vlog	---	---	VLOG Dataset: videos documenting lives
Total	27306	2.0T

Statistics