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Egocentric capture for VLA & world models

Trinet

Third eye for your AI.

Tri-netra means “third eye”. With Trinet, your team gets a third eye, capturing rich egocentric data for training Vision-Language-Action models.

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Trinet egocentric data collection device

Built for all-day capture.

Purpose-built for teams collecting egocentric data. A wide-angle camera ensures you don't miss out on precious data. Lightweight, designed for long sessions, with thermal management that pauses gracefully and never corrupts a recording.

40g

Ultralight

150°

Horizontal FOV

FHD 30fps

Recording

32 hrs

On 10000mAh power bank

400 Hz

9 DoF IMU rate

µs-level

Hardware IMU-video sync

Research-grade precision

Deterministic by design.

Hardware-synchronized capture - not software alignment. Every frame's timestamp is latched in hardware and corrected to mid-exposure; the IMU clock is disciplined to the same timeline. Any constant camera-IMU offset is pinned down by per-unit factory calibration - what remains is microsecond-level jitter that no post-processing can remove. Timing quality that holds up in VLA training, world models, and visual-inertial odometry.

~10µs

Frame timestamp jitter

~25µs

IMU clock discipline (RMS)

<1ms

Drift across a full recording

1 clock

Video, IMU & audio, one timeline

Zero-friction integration

UVC video with IMU stream.

Trinet streams synchronized IMU data alongside video over a standard UVC interface. The video opens in OpenCV, GStreamer, ROS, or v4l2 like any webcam - no custom drivers. IMU samples and hardware timestamps ride in-band in the same stream, and our SDK extracts them in one call. Or flip to onboard storage and record straight to the device from a power bank - no host computer required.

Standard UVC

Works with any UVC-compatible pipeline. No driver installs.

Inline IMU

9 DoF IMU samples delivered on the same interface as video - extracted in one call with our SDK.

Hardware-timestamped

Every frame and sample carries a sync-accurate timestamp.

Onboard storage mode

Flip a mode and record to microSD - crash-safe recordings that survive even a mid-take power pull.

New · Wrist cam kit

From third eye to three eyes.

Add the wrist cam kit and Trinet captures from three viewpoints at once - your head and both hands - with every frame on one shared timeline, aligned to about a millisecond. Exactly the multi-view, bimanual data that VLA, manipulation, and world-model training are hungry for. And it's not just Mono units - Trinet Stereo pairs into the same rig, adding depth to your viewpoints.

Head and both wrist cameras on one shared timeline - the live readout tracks the cross-camera offset in milliseconds, with each camera's fused orientation below. Wrist views are inverted because the cameras are worn upside-down.

3

Cameras, one timeline

~1ms

Cross-camera sync (typical)

~30×

Tighter than the frame gap

Wireless

Genlock over a dedicated link

Genlocked capture

Frame capture is locked to a common rhythm, so corresponding frames across all three cameras are exposed within a couple of milliseconds - not the random offset independent cameras drift to.

Shared wireless clock

One camera anchors the timeline; the others continuously track their offset and natural drift, so alignment holds through long takes. Every frame and IMU sample is stamped on this shared clock.

Matched one-to-one

Aligned to about a millisecond - roughly 30x tighter than the gap between frames - so frames pair up across cameras and motion interpolates to sub-ms agreement.

Built to keep recording

If a camera briefly loses contact it keeps recording locally and re-syncs automatically - a dropped link doesn't end the take.

Effortless to run

Pair once. Record forever.

One button per camera, clear LED feedback. Pair the group a single time - it's remembered across power cycles, and the cameras find each other automatically every time they power on.

Not limited to three

Head and both wrists is just the most common setup. Pair any number of cameras in whatever configuration your capture calls for - they all join the same way and stay on one synchronized timeline.

Audio & privacy

Hears in stereo. Mutes in hardware.

Every Trinet records stereo audio alongside video - the narration and ambient context that egocentric datasets increasingly rely on. And when audio isn't welcome, you don't have to trust a software toggle.

Stereo audio

Two microphones on every unit, recorded as AAC at up to 48kHz - on the device and over the stream, on the same timeline as video and IMU.

Hardware mute switch

A physical switch cuts the microphones for video-only capture - for kitchens, labs, and factory floors where audio isn't welcome.

Nothing phones home

No Wi-Fi, no Bluetooth, no cloud - recordings stay on your card or your machine. The only radio is the dedicated sync link between cameras.

Start with one. Scale to a rig.

Begin with a single Trinet camera, step up to the wrist cam kit - a three-camera synced rig for both wrists and the head - or add Trinet Stereo for depth and 3D reconstruction. Bulk and custom configurations available.

Trinet

Trinet

With motion sensing

Full sensor suite with accelerometer, gyroscope, and magnetometer. Microsecond-level hardware synchronization between IMU and camera - purpose-built for VLA, world model, and VIO training pipelines.

  • Wide-angle camera (150° HFOV)
  • 9 DoF IMU @ 400 Hz
  • µs-level hardware IMU-video sync
  • UVC video + IMU stream (via SDK)
  • UVC or onboard storage
  • Stereo audio + hardware mute switch
Wrist Cam Kit

Wrist Cam Kit

2 wrist + 1 head camera

Two wrist-worn Trinet cameras plus a head-mounted camera - a complete three-camera synced rig capturing your head and both hands on one shared timeline. The multi-view, bimanual data that manipulation policies and world models need.

  • Three Trinet cameras (2 wrist + 1 head)
  • ~1ms wireless cross-camera sync (typical)
  • Genlocked frame capture
  • One-button pairing, remembered
  • Wrist + head mounts included
  • Pairs with more Trinet modules
Trinet Stereo

Trinet Stereo

Dual-camera depth + IMU

A plug-and-play stereo camera with an integrated IMU, stereo audio, and a hardware mute switch. Both cameras are electrically triggered from a single clock - phase-locked by construction, the timing depth and 3D reconstruction need. No RPi, no Jetson - record onboard or stream over UVC.

  • Dual RGB cameras, 70mm baseline
  • Single-clock trigger, phase-locked
  • Integrated 9 DoF IMU
  • Stereo audio (AAC, up to 48kHz)
  • Hardware mute switch
  • Pairs with other Trinet modules

Trinet Stereo

Depth, straight out of the box.

Two cameras triggered from a single clock, an integrated IMU, and factory calibration served straight off the device. Unlike stereo cameras that need a Raspberry Pi or Jetson strapped to them, Trinet Stereo is self-contained - record onboard, or plug into a phone and stream over UVC with our SDK.

Get Trinet for your team.

Head camera, wrist cam kit, stereo camera, bulk orders, and custom configurations - contact us for pricing.

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