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╔═══════════════════════════════════════════════╗
║  DATA_PIPELINE // CURATED POV STREAMS        ║
║  STATUS: ACTIVE                               ║
╚═══════════════════════════════════════════════╝

DENSE FIRST-PERSON VIDEO DATA FOR EMBODIED AI TRAINING

Website · Mission Control · Request Access


▌ SYSTEM ROLE

Robot Flow Labs' data products are curated POV streams captured with the SPECTRA-X1 acquisition rig. Dense visual data, multi-axis motion telemetry, and spatial context from real-world human tasks — packaged for embodied AI training.

▌ STATUS

PARAMETER VALUE
Maturity PRODUCTION
Categories 3 ACTIVE
Pipeline CONTINUOUS CAPTURE
Access PARTNERSHIP REQUIRED

▌ DATA CATEGORIES

CAT-01 MANIPULATION TASKS

TYPE ............. HAND-OBJECT INTERACTION
RESOLUTION ....... 1080p / 30fps
CONTENT .......... Cooking, cleaning, picking, placing, tool use
FEATURES ......... Dense trajectories, action-rich sequences

CAT-02 HUMAN-ENV INTERACTION

TYPE ............. PERCEPTION & AFFORDANCE
CONTENT .......... Object cues, spatial context, scene dynamics
ENVIRONMENTS ..... Real home and work settings
FEATURES ......... Affordance-rich, context-dense, indoor workflows

CAT-03 LONG-HORIZON EPISODES

TYPE ............. MULTI-STEP SEQUENCES
CONTENT .......... Extended tasks with environment changes
FEATURES ......... Complex planning, error recovery, temporal reasoning
DURATION ......... Extended capture sessions

▌ DATA PIPELINE

SPECTRA_X1 → RAW_CAPTURE → QA_FILTER → ANNOTATION → CALIBRATION → DATASET_RELEASE
                                │
                          REJECTED_FRAMES
                          (quality < threshold)

▌ ACCESS PROTOCOL

  1. Submit a Dataset Request
  2. Provide institutional affiliation and use case
  3. Review and approval (1-2 weeks)
  4. API credentials issued

▌ CITATION

@misc{robotflowlabs2026povdata,
  title={Robot Flow Labs POV Datasets: Dense First-Person Video for Embodied AI},
  author={Robot Flow Labs},
  year={2026},
  url={https://robotflowlabs.com}
}

▌ LICENSE

Data access governed by Robot Flow Labs Data License Agreement. Contact for terms.


ROBOT FLOW LABS // DATA_PIPELINE // ACTIVE

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DATA_PIPELINE // Curated POV streams for embodied AI training — manipulation, interaction, long-horizon

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