High-Volume Physical Data Collection
from Participant Smartphone Fleets.
Beyond heavy robotic rigs and specialized sensor vans, foundation AI models require massive, diverse real-world human data. Blue Fieldo mobilizes thousands of verified participant cohorts collecting 4K egocentric POV video, ambient multi-language acoustics, and iOS ARKit LiDAR room scans—governed under strict IRB ethical oversight and automated on-device PII redaction.
Vetted human cohorts across North America, Europe, and Asia-Pacific demographic corridors.
Chest, neck, and handheld rigs capturing natural Activities of Daily Living (ADL).
Consumer iPhone Pro depth scans capturing indoor scene geometry and 3D object bounding boxes.
Full informed biometric consent, CCPA/GDPR/DPDP compliance, and automated face/screen redaction.
What We Collect via Participant Smartphones
Purpose-built data pipelines designed specifically for foundation models that need massive consumer-world diversity.
4K Egocentric & Handheld POV Video
Participants wear lightweight chest mounts, neck lanyards, or handheld rigs executing custom task taxonomies in their daily lives.
- Kitchen cooking, food preparation, and household chores (ADL)
- Grocery shopping, shelf navigation, and retail checkout flows
- Vehicle driving, passenger commute, and public transit interaction
- Hand-object manipulation with unconstrained lighting and clutter
Ambient Speech & Acoustic Corpora
Studio recordings fail to capture real-world noise. Our participant cohorts record spontaneous conversational speech in high-entropy acoustic conditions.
- Spontaneous conversational dialogues and domain-specific vocabulary
- Code-switched multi-language interactions (e.g. Hinglish, Spanglish)
- Real-world background noise: busy street markets, monsoons, cafes
- Multi-channel phone microphone arrays with calibrated decibel levels
iOS ARKit LiDAR & 3D Scene Geometry
Leveraging iPhone Pro and iPad Pro time-of-flight LiDAR sensors to ground foundation models in actual spatial depth and room dimensions.
- Millimeter-accurate 3D textured mesh exports (.USDZ / .OBJ / .PLY)
- Real-world residential rooms, office layouts, and small workshops
- Dense point cloud depth maps aligned frame-by-frame with RGB video
- Object bounding cuboids annotated in 3D coordinate space
Automated PII Blurring & IRB Consent
Large-scale consumer data requires uncompromising legal safeguards. We run automated computer vision anonymization models directly at the edge.
- Zero-latency neural blurring of bystander faces and license plates
- Automated redaction of computer monitors, phone screens, and documents
- IRB-approved biometric and video consent with signed participant releases
- Full demographic manifests (age, gender, locale) provided per batch
How Blue Fieldo Guarantees Zero-Defect Mobile Data
Participants are screened against client demographic, device model, and geographic criteria under formal IRB releases.
Our custom recording client validates camera exposure, blur, frame rate stability, and acoustic clipping before upload.
Automated neural filters blur all PII, computer displays, and vehicle license plates with cryptographic checksum logs.
Processed video, audio, and LiDAR meshes are delivered directly into client S3 buckets with signed metadata manifests.
Need Heavy Robotics Rigs Alongside Smartphone Cohorts?
Blue Fieldo operates across all hardware tiers: client-provided proprietary robots (BYOH), our in-house ALOHA 2 teleoperation fleets, custom hardware BOM procurement on your behalf, and high-volume participant smartphones.