We offer structured campaign engagement scopes to support ML projects from baseline validation pilots up to pan-India deployments.
Ideal for protocol verification, lens/sensor calibration checks, and annotation schema validation.
Proprietary dataset campaigns explicitly captured and labeled for your target automation sectors.
Commercial and research licensing of our pre-recorded, pre-captured baseline dataset inventory.
We support campaigns in two distinct modes depending on your specific ML hardware requirements.
Many advanced humanoid robotics developers and smart glasses manufacturers require data to be captured on specific stereoscopic, infrared, or depth-sensing sensor suites. You can ship your proprietary hardware or eyewear directly to our central offices in Davanagere, Karnataka.
If your models accept standard visual inputs, we deploy our in-house calibrated arrays. We mount DJI Osmo and GoPro Hero 12 configurations on chest or head harnesses to record first-person views with spatial orientation metadata.
We deploy field campaigns to capture actions across five primary physical environments.
| Sector Domain | Target Actions Captured | Common Hardware Rig Used | Linguistic Speech Needs |
|---|---|---|---|
| Traditional Agriculture | Leaf picking, crop harvesting, soil sowing, tool gripping | GoPro Chest Harness | Kannada, Telugu dialects |
| Industrial Handwork | Garment machine stitching, hand looms, sheet welding, packing | DJI Headmount + Overhead Sync | Tamil, Marathi, Hindi |
| Domestic Tasks | Cooking traditional recipes, appliance turning, floor sweeping | Project Aria Gaze Eyewear | Multi-lingual Code-Switching |
| Retail & Logistics | Bimanual sorting, box folding, barcode scanning, item lifting | GoPro Chest Harness | Standard commands |
| Autonomous Vehicles | Pedestrian density, night city roads, heavy dust, local markets | Overhead multi-cam rig | N/A |