We deliver high-quality egocentric data collection from the operator's first-person perspective, capturing synchronized visual, motion, hand-interaction, and task-context signals for robotics, VLA models, and Physical AI.

What We Capture

We design and operate end-to-end first-person collection programs that turn real-world human activity into structured, training-ready datasets tailored to your tasks, sensors, environments, and model requirements.

Head-Mounted RGB and Stereo Video

Hand and Object Interactions

Head Pose and IMU Signals

Optional Wrist-Mounted Sensors

Task Events and Environment Context

Success, Failure and Quality Metadata

ego data collection

96%

Usable Session Yield

Through standardized operator protocols and multi-stage quality control.

Reliable Egocentric Data for Embodied AI

100%

Time-Aligned Sensor Streams

Video, motion, hand interactions, and task events aligned throughout every session.
Alignment Coverage

Why Choose Our Egocentric Data Collection Service?

Our teams understand first-person capture requirements, including field of view, sensor placement, calibration, occlusion, task repeatability, and operator comfort.

Every program is tailored to your head-mounted and wrist-mounted devices, target environments, task taxonomy, data schema, and model objectives.

Automated checks and human review identify timing drift, missing frames, poor visibility, incomplete actions, and inconsistent demonstrations before delivery.

From pilots to large deployments, we coordinate sites, operators, devices, schedules, and secure delivery while maintaining consistent standards.

Frequently Asked Questions

What is egocentric data collection?
Egocentric data collection records real-world tasks from the operator's first-person perspective, typically using head-mounted cameras and optional motion or wrist sensors.
What sensors can you support?
We support RGB, stereo, RGB-D, IMU, head pose, wrist cameras, audio, and other project-specific sensors.
Can you collect in real homes and workplaces?
Yes. We can design programs for homes, factories, warehouses, retail spaces, offices, and other controlled or natural environments.
How do you protect participant privacy?
We use project-specific consent, controlled access, secure transfer, privacy review, and optional face or screen redaction based on your requirements.
How do you ensure good hand-object visibility?
We validate camera placement, field of view, task setup, lighting, operator instructions, and sample recordings before scaling.
Do you provide task segmentation and labels?
Yes. We can provide action phases, object attributes, task boundaries, success or failure labels, and custom event annotations.
Can you run a pilot first?
Yes. A pilot validates hardware, task definitions, operator instructions, data schema, and acceptance criteria before full production.
What delivery formats do you support?
We can deliver video, images, JSON, CSV, HDF5, LeRobot, RLDS, and custom schemas with synchronized metadata.