Perception beyond people.
Air, ground, surface, and subsea platforms produce more video than anyone can watch. MAKRR detects, classifies, and tracks in real time, and speaks MAVLink, so the vehicle acts on what it sees, even in offline and airgapped conditions.
Detections become commands.
MAKRR speaks MAVLink, so a detection on the edge becomes a message the autopilot already understands. The vision layer acts, it does not just observe. And the command set is extendable: define custom MAVLink messages for your platform to loiter on a contact, mark and report it, slew a gimbal, hold station, or trigger a payload.
If a vehicle carries a camera and speaks MAVLink, MAKRR can ride it. The same hardware-agnostic model and message flow run across domains, with no per-platform rewrite.
- Aerial drones · UAVFixed-wing and multirotor, onboard or driven from the ground station.
- Ground rovers · UGVWheeled and tracked platforms for patrol, survey, and inspection.
- Surface vessels · USVDrone boats and autonomous surface craft holding a track on the water.
- Underwater · AUV / ROVSubmarines and tethered ROVs, where the link is narrow or intermittent.
- The link will drop.Inference runs on the edge device; data syncs when connectivity returns.
- Targets move.SORT, ByteTrack, and BoT-SORT hold identity across frames at full frame rate.
- Requirements change.Your operators train new target classes on your own footage, in days.
- Imagery is sensitive.Everything stays on your hardware, inside your infrastructure. Sovereign by default.
The platforms exist. We build the part that sees.
Operating somewhere demanding?
Tell us the platform and the mission profile. We will tell you exactly what is possible.