Survey net · Physical AI

Multimodal data lab for physical AI

Our mission is to bring embodied AGI closer through real-world data and research. Egocentric RGB-D, video, and field audio — captured, enriched, annotated, QA’d.

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FIELDNET · MESH

Network

Global network of expert contributors

Live captures streaming from the field. A mesh of people, sites, and rigs — not a studio stand-in. Write partners@fieldnet.lat for a custom dataset.

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Pipeline

Frontier datasets, for frontier labs

One pipeline · Captured · Enriched · Annotated · QA’d

01 Egocentric

RGB-D

Calibrated stereo RGB, dense metric depth, synced IMU, 6-DoF VIO, 3D hand pose — commercial and residential rooms.

02 Image

Still frames

Raw and edited pairs with pixel-level QA, sourced in the field and refined in the lab.

03 Video

Long-horizon motion

Object and hand tracks, temporal action segmentation, dense scene captions — frame-accurate for physical dynamics.

04 Audio

Field recordings

Multilingual captures with speaker diarization, language and accent tags, per-utterance emotion labels. Meter in capture UI: #1ED760.

Custom

Bespoke timeline

From statement of work to delivery on a numbered clock.

  1. 00:00 SOW Scope the rooms, rigs, and labels the lab actually needs.
  2. Capture Contributors and commercial sites on the mesh.
  3. QA Enriched, annotated, checked — not a dump of files.
  4. 36:00 Delivery The dataset leaves the net.

Commercial

SMB machine economy

Verified sites where physical work already happens.

HomesHotelsRestaurants AgricultureManufacturingConstructionRetail

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Community

On time for physical AI data.

Born too late to explore the Earth, too early to explore the stars. Fieldnet is the net in between. fieldnet.lat · partners@fieldnet.lat