Embedded Vision AI Solutions for Autonomous Systems

Five application areas

Each page focuses on a different operating environment, engineering problem and research direction. Explore the technical constraints before considering integration.

COMPUTER VISION FOR DRONES

Aerial Systems

Onboard object recognition, scene awareness and low-power edge perception for aerial systems.

ROBOT PERCEPTION & SPATIAL UNDERSTANDING

Ground Robotics

Environment perception for mobile robots and humanoid or bipedal platforms.

INDUSTRIAL INSPECTION AUTOMATION

Industrial

Research on efficient visual inspection and anomaly detection near the production line.

AUTONOMOUS VEHICLE PERCEPTION

Autonomous Vehicles

Efficient perception under camera motion, changing roads and difficult illumination.

MARITIME PERCEPTION AI

Maritime

Visual situational awareness for vessels under glare, motion and changing conditions.

Interested in low-power technical constraints?

Our technical notes explain latency, sensor noise and learning without exhaustive annotations.

View engineering research notes →