Light Manufacturing & Handcraft
Real production lines and craft workshops: packaging, assembly, garments, accessories and nails.
This data is in stock, but its de-identified public sample isn't published yet. Request a quote and we share the scenario list, measured capture specs and sample clips directly.
Representative scenarios
Typical tasks in this category. The exact scenario list, hours per scenario and capture specs are confirmed in your quote.
Product Film Wrapping and Packaging
Wrapping products in film and packing them on a production line.
Battery Pack Welding and Wiring
Welding and routing wires on battery packs at an assembly station.
Electronics Assembly
Assembling small electronic products on a line.
Hang-Tag Threading
Threading and attaching hang tags to finished goods.
Garment, Shoe and Hat Making
Cutting, sewing and finishing apparel and accessories.
Press-On Nail Production
Painting, decorating and packing press-on nails by hand.
Leather Bag Sewing and Beading
Hand-sewing leather bags and beading accessories.
Overview
Most factory video online is shot from a fixed camera. This collection is first-person: workers on real production lines and in craft workshops, with both hands on the task.
It includes about 170,000 hours of factory work (film wrapping and packaging, fitting rubber feet, electronics assembly, battery fixture assembly, battery pack welding and wiring, hang-tag threading, textile, garment, shoe and hat making, and general parts manufacturing), 20,000 hours of press-on nail production, and smaller craft sets such as beading, leather bag sewing and accessory assembly.
Originals are 1080p at 30 fps, raw (not annotated). Samples, scenario lists and exact hours are shared with your quote.
Environments
- Packaging and assembly lines
- Electronics and battery assembly
- Garment, textile, shoe and hat factories
- Craft and accessory workshops
Built for
- Pretraining for factory manipulation
- Assembly-step recognition and QA
- Long-horizon task segmentation
Licensing & availability
| Inventory | 192,000 hours · indicative — exact hours confirmed in writing in your quote |
|---|---|
| Non-exclusive licence | Yes — default for all in-stock hours |
| Exclusive licence | On request, subject to existing licences |
| Commercial model training | Included |
| Custom top-up collection | Available when you need more than stock or a new scenario |
| Annotation | Raw video. Annotation to your spec is quoted. |
| Consent | Written consent from every person filmed; documentation available during licence review |
| Privacy | Samples de-identified before publication; delivery screening per licence terms |
| Delivery | Original MP4 plus per-session metadata, to S3 / GCS / Azure or physical drives |
FAQ
Can I see samples?
Yes. Request a quote and we share sample clips for the scenarios you pick.
How is it priced?
Per project, by hours, scenarios, annotation and exclusivity.
