Road
marker

Six cameras in, a live 3D map of everything around your vehicle out. The curb, the rock, the post and the cyclist as solid volume with range on it.

Standard Reasoning Est. 2026 In development
// 01. Output scene-0103 · frame 057
The Roadmarker display showing a reconstructed intersection as a blue point cloud, with 25 tracked vehicles and pedestrians labelled by class, confidence and range, the vehicle's own footprint ringed in green, and the forward camera inset at centre.
Each label: class, confidence, range. The green ring is your vehicle.
Points per frame
835,613
Render
13 FPS
Frame budget
11.3 MS TOTAL
Tracked objects
25 IN FRAME
// 02. Pipeline on-vehicle, no cloud
01 See Six cameras, known optics and positions, one common view.
02 Reconstruct Depth becomes occupied and empty space, classed per cell. Tracking holds identity, so a cyclist who passes behind a parked car is the same cyclist coming out.
03 Show Drawn from above and around, on iPad or a mounted display.
// 03. Kit planned
Included

Compute unit

Runs the stack on the vehicle, on vehicle power. Works with no signal.

Included

Six cameras

Fixed positions, known optics, mounting hardware. The reconstruction depends on the geometry.

Your choice

Display

An iPad you already own, or a mounted screen. Same data either way.

// 04. Setups
01

Vans & RVs

The bollard, the low branch, the drop at the back of the pitch.

Read more → 02

Overland

Ground under the sills, including the part the hood hides.

Read more → 03

Fleet

Low-speed damage, and a record of what the vehicle could see.

Read more →
// 05. Lane geometry scene-0103 · frame 143
The same scene with lane geometry and the ground plane enabled, showing painted lane markings running under the reconstructed point cloud and tracked object boxes.
Lane lines and ground plane under the reconstruction, object boxes held through the turn.
// 06. Status no hardware yet
Built Software Perception, reconstruction, tracking, desktop renderer, native iPad client. The captures above are it running.
Not Hardware No camera rig, no enclosure, no vehicle install. It runs on recorded street data from a research dataset, never on a live camera.
Next Live cameras Swapping recorded frames for a live rig touches one layer by design. Nobody has done it yet.

Tell me when it is real

An email address. No payment, no reservation, no date. You will hear when a rig runs on a vehicle.

Stored to email you once. Not sold, not shared.