Robot training data

Real factory hands.Recorded to your spec.

We record egocentric video and hand tracking of people doing the tasks your robot has to learn. Kitting, sequencing and packing, on real lines, with the edge cases left in.

Request a dataset

What we record

Two tasks that robots are deployed on today.

Part sequencing and kitting

Workers pick the right parts from bins or shelves, put them in the order and orientation the next assembly step needs, and place them into kits or onto fixtures.

This is one of the most common first humanoid pilot tasks in automotive and electronics. It is repetitive and high volume, but the robot still needs reliable vision and grasping across many part types.

Egocentric video and hand tracking of pick, orient and place
Small fasteners, larger components and mixed kits
Different lighting and bin layouts
Clean sequences plus common errors and how the worker recovers

Automotive plants, electronics assembly, contract manufacturers.

Packaging and end-of-line packing

Workers pack finished products into boxes, trays or bags: orientation, stacking, protective material and sealing.

It happens in almost every factory and warehouse, success is easy to judge, and bimanual arms and humanoids already target it. The end of the line also has more space, so recording is easier than in full assembly.

First-person video of packing many product shapes and sizes
Hand and wrist motion for precise placement
Different box sizes, orientations and packing materials
Speed and placement quality, from tight to loose packing

Electronics, consumer goods, automotive parts and general manufacturing.

How it works

You write the spec.We record against it.

01
Spec call
Tell us the task, the hours you need, the sensors and the label format. We confirm what a real site can deliver.
02
Pilot batch
We record a small paid batch on a real line or in a controlled practice set-up. You check it against your training pipeline.
03
Scale
When the pilot passes, we scale the hours, the sites and the variation you asked for.

Every dataset

Written consent from every person in frame
No faces or personal data in the delivery unless your contract allows it
A data card with sites, hardware, hours and label schema
A clear commercial license, delivered to your bucket

Request a dataset

Tell us what your robot has to learn.

We answer within 24 hours with a first view on hours, sites and timing.

Do you run a factory or a packing line and want to host recordings? Write to founder@zeroslide.co.