Open datasetCC BY 4.0

Teach a robot with your hands.

Robots learn household tasks by watching people do them. Record 10 seconds of yours on your phone. Hand tracking runs on your device, and your motion joins an open dataset anyone can download.

Hands only. If a face shows up, the recording stops and nothing is sent.

Idle motion. Record a task and it copies yours.21 joints
0
demonstrations accepted
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people teaching
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minutes of hand motion
0 / 27
tasks fully covered
How it works

Ten seconds, three steps

The details
  1. 01

    Pick a task

    Fold a towel, open a jar, pour water. Everyday things, done the way you always do them.

  2. 02

    Record your hands

    Ten seconds on your phone. Hand tracking runs on your device and saves 21 points per hand, every frame.

  3. 03

    Watch the robot copy you

    A robot hand replays your motion. After a check, your clip and hand data join the open dataset.

Recently taught

Accepted demonstrations

Shown as hand motion only. The clips are in the dataset.

Dataset
No accepted demonstrations yet

The first one could be yours. It takes about a minute.

Teach a robot
For robot labs and builders

Free to download, free to use

Every accepted clip comes with per-frame 3D hand landmarks. Use it to train, test or study, with attribution under CC BY 4.0.

Read the dataset card