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@Robot-Flow-Labs

Robot Flow Labs

Embodied AI infrastructure // data-first POV capture // global operations from Hong Kong
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║   SYSTEM: ONLINE                                             ║
║   HK HEADQUARTERS // GLOBAL_NET // DATA-FIRST EMBODIED AI    ║
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REINDUSTRIALIZING INTELLIGENCE

Data-first infrastructure for embodied AI.
POV capture at industrial scale. Dense visual streams.
Multi-axis motion data. Spatial context from real-world tasks.


Website Status HQ


▌ ACTIVE MODULES

MODULE STATUS FUNCTION
SPECTRA_X1 ■ DEPLOYED Proprietary 4K HDR POV acquisition rig
DATA_PIPELINE ■ ACTIVE Dense POV streams + multi-axis sensor fusion
SENSOR_NET ■ ONLINE 6-axis IMU sync + gaze tracking + depth mapping
RESEARCH_LINK ■ ACTIVE POV-LEARN // ACTION-VLA // DEXTEROUS-X
FLEET_OPS ■ DEPLOYED Experimental chassis + field data collection
MISSION_CONTROL ■ ONLINE Live telemetry + public observability dashboard

▌ SYSTEM TELEMETRY

┌─────────────────────────────────────────────────────┐
│ POV PIPELINE .................. ACTIVE               │
│ DATASETS AVAILABLE ............ 3 CATEGORIES         │
│ RESEARCH STREAMS .............. 3 ACTIVE             │
│ HARDWARE STATUS ............... SPECTRA-X1 DEPLOYED  │
│ GLOBAL OPERATIONS ............. HK // USA // GLOBAL  │
│ INVESTOR DECK ................. LIVE                 │
│ KNOWLEDGE INJECTION PROTOCOL .. V1.2                 │
└─────────────────────────────────────────────────────┘

▌ DATA PRODUCTS

CURATED POV STREAMS — Dense first-person video data for embodied AI training

CATEGORY TYPE SPECS
CAT-01 MANIPULATION TASKS Hand-object interaction Dense trajectories · 1080p/30fps
CAT-02 HUMAN-ENV INTERACTION Perception & affordance Context-rich · Indoor workflows
CAT-03 LONG-HORIZON EPISODES Multi-step sequences Error recovery · Temporal reasoning

▌ FRONTIER RESEARCH

STREAM DOMAIN STATUS
POV-LEARN Scalable imitation learning from first-person video ACTIVE
ACTION-VLA Vision-Language-Action model integration ACTIVE
DEXTEROUS-X Manipulation priors from egocentric video ACTIVE

▌ ENTRY POINTS

DESTINATION LINK
WEBSITE robotflowlabs.com
DATA ACCESS Request Partnership
COLLABORATION Submit Intake

▌ CONTRIBUTION PROTOCOL

INTAKE CHANNELS:
├── Bug Signal ............ github.com/Robot-Flow-Labs/.github → bug-signal
├── Feature Request ....... github.com/Robot-Flow-Labs/.github → feature-request
├── Dataset Request ....... github.com/Robot-Flow-Labs/.github → dataset-request
└── Collaboration ......... github.com/Robot-Flow-Labs/.github → collab-intake

ROBOT FLOW LABS // HK HEADQUARTERS // GLOBAL_NET

DATA FIRST. MODELS NEXT.

robotflowlabs.com · Contact

Popular repositories Loading

  1. spectra-x1 spectra-x1 Public

    SPECTRA_X1 // Proprietary 4K HDR POV acquisition rig for embodied AI data capture

  2. pov-datasets pov-datasets Public

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

  3. research research Public

    RESEARCH_LINK // POV-LEARN, ACTION-VLA, DEXTEROUS-X — frontier research in embodied AI

  4. sensor-fusion sensor-fusion Public

    SENSOR_NET // 6-axis IMU synchronization, gaze tracking, and depth mapping pipeline

  5. robot-fleet robot-fleet Public

    FLEET_OPS // Experimental chassis and deployment configurations for data collection

  6. .github .github Public

    Organization profile and community health files // Robot Flow Labs

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