1,000+Paid collectors
10,000+Episodes
100%Reviewed by a person
Real tasks, in real environments.
Restaurant kitchens, warehouses, shops and factory lines on shift. Kitchens and laundry at home.
Phone repair, screen off, board out.
Watch repair, part by part.
Cut, sew and finish.
Weeding vinyl with tweezers.
Cutting signs to size.
Polishing a headlight by hand.
Cutting decals, packing orders.
Feeding chickens, collecting eggs.
Weeding beds and pots.
Bathing and drying the dog.
Taking furniture apart.
Clearing and sorting the table.
Sink, tiles and floor, scrubbed by hand.
Frying, turning, plating.
Dinner prep, knife on board.
Scrubbing, rinsing, stacking.
Machine wash, spin, hang.
Folding, on whatever table is free.
End to end collection.
We operate our own collection app, have onboarded collectors, and staff reviews each clip. No middlemen.
01Collectors1,000+ paid people in homes and workplaces, filming their own work.
Record
02Collection appOn their own phones, first person. Task, consent and upload in one place.
Review
03Review and annotationA person approves or rejects every clip. Labels on request.
Ship
04Final corpusReach out to start.
[ Open data ]
HUGGINGFACE.CO/CARYXAI →
Explore the open data.
Explore annotated samples
A sample of the data, frame by frame. Toggle masks, hand keypoints and depth. Follow the action spans.
Open the viewer →
Everyday Manipulation 3D Raw
1,513 clips · 10 tasks. RGB, depth, camera pose and intrinsics. Commercial use with attribution.
Download on Hugging Face →
Everyday Ego Raw
28 recordings · 10.21 hours · 16 tasks at home and at work. Long form phone video with a labelled timeline. Commercial use with attribution.
Download on Hugging Face →