Stock Showcase

Pre-Recorded Sample Footage

Inspect actual high-resolution egocentric camera clips extracted from active workspace databases in India.

Egocentric Industrial Sewing POV

First-person camera view capturing fine motor actions during factory sewing machine operations. Used to train spatial keypoint algorithms on hand-object coordinates and bimanual assembly paths.

Egocentric Domestic Task POV

First-person camera tracking hand trajectories, force grips, and sequence steps during daily domestic chore tasks. Used to train household assistant and kitchen robotics models.

Database Coverage Metrics

Demographics & Operational Scale

A verified breakdown of where we operate, what sectors are mapped, and the network scale of our field participants.

1. Collection Regions

South India Corridors

We deploy targeted field campaigns across highly active industrial, urban, and agricultural zones in Southern India:

  • Karnataka Footprint: Davanagere (central hub), Bengaluru, Hubli.
  • Tamil Nadu Footprint: Coimbatore, Tiruppur textile belt.
  • Andhra Pradesh Footprint: Anantapur district agricultural belts.
  • Environment Diversity: Indoors (factories, retail stores, local households) and Outdoors (organic crop fields, local markets, streetways).

2. Sectors Mapped

5 Core Domains

Active and stocked dataset categories cataloged across key manual occupations:

  • Traditional Agriculture: Manual crop harvesting, sorting, tool trajectories.
  • Industrial Handwork: Machine sewing, handloom weaving, parts assembly.
  • Domestic Tasks: Multi-step cooking, cleaning, smart appliance interactions.
  • Logistics & Retail: Bimanual item stacking, carton packing, barcode scanning.
  • Autonomous Vehicles: Visual street feeds capturing high pedestrian clutter.

3. Industrial Integrations

35+ Partner Sites
35+ Facilities Contracted

We operate directly within active commercial ecosystems to capture realistic occupational workflows:

  • 12+ Active Textile & Garment Units (sewing machines, folding tables).
  • 15+ Organic Crop Farms & Agricultural Landplots (traditional picking).
  • 8+ Distribution & Retail Warehouses (bimanual sorting lines).

4. Connected Field Participants

450+ Active Wearers
450+ Calibrated Wearers

Our network of consented participants wearing headmount goggles and GoPro chest rigs:

  • 450+ Consented Field Participants actively wear sensors during work shifts.
  • 2,500+ Hours of time-synchronized raw video logged and formatted.
  • 100% GDPR Compliance: Written double-opt-in consent logs in 10 local dialects.