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Hands repotting a plant
Hands preparing vegetables
Hands packing a cardboard box
Hands tightening a cabinet door hinge with a screwdriver
Hands folding a plain gray cotton shirt on a wooden table
Hands repotting a plant
Hands repotting a plant
Hands preparing vegetables

Real-world video.
Ready for physical AI.

A marketplace for the everyday skills AI needs to understand.
Discover task-focused video, or contribute your own.

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For AI labs, robotics teams and independent contributors.

The marketplace

Find the activity. Build the dataset.

Explore the tasks, capture conditions and annotation choices behind a useful human video collection.

View all activity guides

Live collection availability and recording specifications load in the marketplace. Define the tasks and requirements you need in a dataset brief.

From capture to dataset

More context.
More useful data.

Define a dataset

01 / Video

Original footage. A real physical task.

Record the task from start to finish, with hands, tools and objects in view and permission to capture and license the content.

Read the capture guide

02 / AI analysis

Descriptions, action timing and quality checks.

A media worker measures the source file. Machine-generated actions remain approximate; uncertain or flagged recordings stay off sale. Analysis waits until the production service is connected.

Explore data standards

03 / Structured JSON

{
  "description": "Repotting a plant",
  "actions": [
    {
      "start_ms": 0,
      "end_ms": 4200,
      "verb": "repot",
      "object": "plant"
    }
  ]
}

Machine-readable context and provenance.

Download the JSON Schema