Surface Drones
Autonomous surface vessels (USV) — hull design, marinized propulsion, ArduRover autopilots and long-range telemetry over water.
Black Anchor designs and builds autonomous marine systems — surface drones, underwater vehicles and the AI that pilots them. Every build is documented and published as open research.
Six programs, one direction: machines that operate at sea on their own — and come back.
Autonomous surface vessels (USV) — hull design, marinized propulsion, ArduRover autopilots and long-range telemetry over water.
ROV and AUV platforms — pressure housings, thruster control, tether management and navigation without GPS.
Perception and autonomy at sea — object detection on embedded GPUs, sensor fusion, and mission planning that survives real conditions.
Acoustic sensing, echosounders, bathymetric mapping and the signal processing needed to see where cameras cannot.
Salt, pressure and vibration proof — potted PCBs, waterproof connectors, corrosion-aware design and low-power endurance.
Slipway to open water — deployment procedures, recovery systems, sea trials and everything that breaks the first time out.
Build logs, sea trials and experiments — published as they happen.
18 JUN 2026
PVC, acrylic and epoxy versus 11 bar of seawater: how we designed, potted and destructively tested the electronics housing for the Lamprey micro-AUV.
30 MAY 2026
Training and deploying a YOLOv8n model on a Jetson Orin Nano to detect buoys, boats and swimmers from the Remora surface drone — with the glare, spray and horizon problems nobody's dataset includes.
22 APR 2026
From zig-zag shame to straight lines: parameter-by-parameter tuning of ArduPilot Rover for the Remora surface drone — steering rate, L1 navigation, speed control and what wind does to all of it.
What's being built, tested and broken right now — and the rules we build by.
Everything corrodes, floods or fouls eventually. We design assuming it will — then test until it doesn't.
A tether or a radio link is a single point of failure. The goal is always a machine that decides for itself.
Schematics, failures, sea-trial logs. Every project ends as a research note anyone can build from.
BA-01 · Surface drone "Remora"
Sea trialsBA-02 · Micro-AUV "Lamprey"
Pressure testingBA-03 · Sonar buoy network
PCB rev. BBA-04 · Vision autopilot stack
Dataset & training> Full build logs published in Research_
One dispatch per new research note. Sea trials, failures, schematics — straight from the water. No noise.
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