# Industrial Manipulation Egocentric sample

From the catalogue. Listed by one researcher from one source page.

- id: `industrial-manipulation-egocentric-sample`
- kind: egocentric, vendor or commercial
- robot or device: head-mounted DJI Osmo Action 5 Pro (class: human egocentric)
- how collected: workers during production shifts
- size as stated: 16 clips, 8 minutes 14 seconds
- hours: 0.1 | hours only claimed: none | episodes: not stated
- year: 2026
- organisation: Sovrano AI
- licence: cc-by-nc-4.0 (class: non commercial)
- access: open (class: open)
- link (dataset): https://huggingface.co/datasets/sovrano-ai/industrial_manipulation_egocentric_sample
- Hugging Face repository: `sovrano-ai/industrial_manipulation_egocentric_sample`, 241 downloads in 30 days, https://huggingface.co/datasets/sovrano-ai/industrial_manipulation_egocentric_sample
- other names: Sovrano industrial manipulation egocentric sample
- download links of one episode: https://datasets.gurasees.com/episodes/sovrano-ai/industrial_manipulation_egocentric_sample.md?episode=0

Confirm the licence at the link before relying on it.