Egocentric — Warehouse & Logistics
🟢 Growing — first-person video of picking, carrying and moving goods, with natural walking. Video only; no audio.
- Rights-cleared
- Consent documented
- 🇮🇳 India data residency
- Languages
- Video only (no audio / no language track)
- Scale
- 🟢 Growing · from 2 hrs/task
Measured, audited, reproducible
Modality: first-person (head-mounted) egocentric video only. No audio is captured, uploaded, or delivered with this data.
Capture standard: hands and task area kept in frame, camera level and forward-facing (chin ≤30° down); recorded on approved flagship devices (iPhone 11+, Pixel 6+, Galaxy S21+).
Integrity: zero-tolerance 2-strike QA regime — automated duplicate-user, sensitive-content and filler detection; payment on valid accepted hours only.
Availability: off-the-shelf now and expanding weekly; new accepted hours are added continuously across categories and geographies.
Recorded by employed frontline workers capturing their own real workplace tasks, under employer / site-manager approval plus colleague consent. Sessions run 1 min–4 hrs. Consented for commercial reuse; provenance documented per accepted hour.
Warehouse and logistics tasks: picking and carrying, moving goods between locations, including natural walking as part of the task.
What's inside each record
A representative schema for Egocentric — Warehouse & Logistics. The full data card ships the complete field dictionary, value ranges and annotation rubric.
| Field | Type | Example |
|---|---|---|
| id | string (uuid) | "txt_a3f1…" |
| prompt | string | "When will this feature ship?" |
| response | string | "…" |
| label | enum | "preferred" | "rejected" |
| language | string (ISO 639) | "vid" |
| annotator_id | string (hashed) | "anr_7f3…" |
| qa_status | enum | "passed" |
| consent_ref | string | "cns_2024_…" |
Representative schema — exact fields and value ranges are documented in the dataset card shipped with every licence.
License tiers
Choose the tier that matches your use case. Every tier ships with the full data card, provenance log, and quality report.
Non-Exclusive License
Contact us
License accepted egocentric video hours by category for training embodied and Physical-AI models. Video only — no audio.
Request accessCustom Collection
Contact us
Commission additional egocentric hours in specific categories, environments or geographies, collected to your spec.
Talk to salesRelated datasets
-
Physical AIPhysical AI Video 🇮🇳 Sovereign
Multivision Egocentric Video Dataset (First-Person, Multi-View)
First-person (egocentric) video of everyday manual tasks, captured with synchronised multi-view rigs — for embodied AI, action recognition, hand-object interaction and imitation learning.
- Languages:
- Narration in English & Hindi
- Size:
- 220 hrs · 4-view sync · 1,600 sessions
- IAA:
- 0.89
Rights-clearedLicence from
Contact us
-
Physical AIPhysical AI Video 🇮🇳 Sovereign
Off-the-Shelf Egocentric Data for Physical AI
🟢 Available now and continuously growing — first-person (egocentric) video of real commercial and residential tasks for embodied and Physical-AI training. Video only; no audio.
- Languages:
- Video only (no audio / no language track)
- Size:
- 🟢 Actively collecting · continuously growing
Rights-clearedLicence from
Contact us
-
Physical AIPhysical AI Video 🇮🇳 Sovereign
Egocentric — Agriculture, Landscaping & Grounds
🟢 Growing — first-person video of outdoor agricultural and grounds tasks. Video only; no audio.
- Languages:
- Video only (no audio / no language track)
- Size:
- 🟢 Growing · 50+ hrs available
Rights-clearedLicence from
Contact us
Explore more Physical AI data
Ready to license Egocentric — Warehouse & Logistics?
A senior data PM will scope access, residency, and licensing terms and respond within one business day.