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Nosis
DATA COLLECTION

Video data for
Physical intelligence!

We crowdsource video collectors for robotics training from actual day to day operations and/or controlled environments. Annotated datasets, ready to use.

actual organic recordings

controlled environments

1080p · 30/60fps

01 · INTRO

Video data for AI and robotics.

We run people management across multiple businesses, recording egocentric video with head-mounted GoPros and smartphones across hotels, warehouses, kitchens, and day-to-day processes. We film and provide the raw material — or fully annotate it with the required internal labelling.

02 · FACILITY

A dedicated facility. Custom scenarios.

Conscious of the importance of variability (lighting, people, etc.), we build the environment your model needs to see. Functional kitchens, hotel rooms, restaurant stations, warehouse aisles and shelving — all set up and controlled to capture consistent, reproducible data.

  • Kitchen tasks
  • Hotel operations
  • Restaurant workflows
  • Warehouse activities

03 · SPECS

Egocentric. 1080p. 30 or 60 fps.

Head-mounted cameras capture the exact first-person perspective an embodied agent needs to learn. Consistent image quality, precise sync, and structured metadata on every clip.

04 · RECORDING TYPES

We cover every angle of manipulation.

Every project is set up with the capture modalities your pipeline requires.

  • Egocentric (first person, head mounted)
  • Hand manipulation and object interaction
  • Real task execution
  • Full body movement
  • Multi-angle capture
  • Spatial kinematic data (6DoF pose, trajectories)

05 · CONSENT & LEGAL

Every recording comes with signed consent.

All participants sign consent forms before every recording, so your data is fully cleared for commercial AI training use. No legal ambiguity, no redistribution risk.

06 · SCALE & FAILURE DATA

Thousands of recordings. Failures included.

We capture thousands of task-specific egocentric recordings across multiple environments. Every project includes both successful task executions and the failures — because that's where models learn to recover.

“We capture failure modes properly. Most vendors throw them away.”

07 · LANGUAGE

English VoiceOver option.

If the language in the video is other than English (e.g. Spanish, Greek), we can accommodate English as VoiceOver depending on project needs.

08 · DELIVERY

How the data is delivered.

We deliver data through the buckets you already use in your pipeline, with annotations in COCO JSON format ready for training.

  • AWS S3 buckets
  • Google Cloud Storage buckets
  • Annotations delivered in COCO JSON format
nosis · data intakeLIVE

> Video Session initialized. Step 1 of 2.

Egocentric Video Collection

Subject:Hand-Object Interaction
Resolution:1920 × 1080
Aspect Ratio:16:9 (iPhone 0.5x Ultra-Wide lens)
Duration:9.13s
Frame Rate:30 fps
Total Frames:274 frames
Bit Depth:8-bit Rec. 709
Description:

Hand manipulating a pruner to cut leaves.

0:000:00

Tell us what you're training.

Tell us precisely what you want, and we'll deliver a first quality check sample.

nosis · data intake
LIVE

> Intake session initialized.

Step 1 of 7
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Or email us directly at info@nosisdata.com

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