STAIR Actions: A Video Dataset of Everyday Home Actions

Understand

A new large-scale video dataset for human action recognition, called STAIR Actions is introduced.

• STAIR Actions contains 100 categories of action labels representing fine-grained everyday home actions so that it can be applied to research in various home tasks such as nursing, caring, and security.
• In STAIR Actions, each video has a single action label.
• Moreover, for each action category, there are around 1,000 videos that were obtained from YouTube or produced by crowdsource workers.