Contact labels for training.

Choose training and evaluation moments from contact labels matched to your camera recordings.

Physical-event recordepisode_000412
contact state
ttypeeventband
00:04-00:06onsetintervalMedium
00:05contactpresentHigh
00:09.8impactstrikeHigh
00:15contactabsentHigh
00:41unknownabstained·

Load the labels

Load versioned JSON or a LeRobot-compatible label file alongside your recordings.

Labels include episode IDs, timestamps and confidence, with training and evaluation splits.

Read the record schema

Check label quality

We check contact labels against force and torque measurements. Each delivery reports precision and coverage.

force-torque referencecontact labels

Choose your dataset

DROID labels

Produced to order

Synchronized camera views of robot manipulation.

Source size
76k trajectories (official release)
License
CC-BY 4.0, cited to the official release

BridgeData V2 labels

Produced to order

Labels checked against a human-verified sample.

Source size
60,096 trajectories (official release)
License
CC-BY 4.0, cited to the official release

RoboMIND labels

Produced to order

Recordings from several robot types.

Source size
107k trajectories (official release)

Tell us the dataset, episode set and training goal. We’ll confirm coverage and delivery timing.

Common questions

What footage do you need?

Send 30 fps video, with robot-state and joint-effort logs when available.

How do you find when contact began?

Joint-effort logs add automatic contact-start timing after setup validation. Reviewed video timing returns a range.

Where does my data go?

We provide a secure upload link and agree retention and deletion terms with your team.

Put your footage to work.