Dataset Ingestion Tiers

Transparent Pricing Models

We offer structured campaign engagement scopes to support ML projects from baseline validation pilots up to pan-India deployments.

Validation Pilot

Custom/ pilot

Ideal for protocol verification, lens/sensor calibration checks, and annotation schema validation.

  • 50 to 500 initial data points
  • 3 to 5 days deployment speed
  • Includes raw coordinates schema
  • Basic face blurring filters
Inquire Pilot

Stock Dataset Licensing

Stocked/ license

Commercial and research licensing of our pre-recorded, pre-captured baseline dataset inventory.

  • Access to 100+ hours of stocked video
  • Pre-annotated 21-joint skeletal keypoints
  • Anonymized PII datasets included
  • Instant S3/download database delivery
License Stock Data
Engagement Workflows

Device Provisioning Models

We support campaigns in two distinct modes depending on your specific ML hardware requirements.

Ship Your Proprietary Hardware directly to Davanagere

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.

PROVISIONING PROTOCOL

  • Step 1: Pre-calibrate the device lenses and confirm software logging limits.
  • Step 2: Ship units to Davanagere headquarters (postage & customs handled by client).
  • Step 3: Our field leads run device training classes for operatives.
  • Step 4: Ongoing data sync uploaded directly to your AWS S3 buckets.

Standardized Stereoscopic GoPro & DJI Capture

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.

RIG SPECIFICATIONS

  • Dual Rigs: calib_depth stereoscopic GoPro Hero 12 (vertical offset)
  • Framerate: 4K UHD video streams locked at 60fps
  • Stabilisation: HyperSmooth logging active with linear crop
  • Metadata: Frame timestamps time-aligned with overhead reference rigs
Deployment Sectors

Physical Manipulation Domains

We deploy field campaigns to capture actions across five primary physical environments.

Agriculture
Agriculture
Industrial Handwork
Industrial Handwork
Domestic Tasks
Domestic Tasks
Retail & Logistics
Retail & Logistics
Autonomous Vehicles
Autonomous Vehicles
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