Selected Cases

Machine vision from controlled production lines to open fields at 130 km/h. Every image on these pages is output from a system we designed, built and ran ourselves.

Object detection in a colour image from the SAFE perception platform

Safety

Robot safety

A tractor that drives itself has to see people, animals and obstacles in an open field. We built the perception platform that does.

Weeds automatically detected and marked in a cereal field

Agriculture

Weed mapping

Cameras and AI map weeds accurately enough to act only where action is needed. Less herbicide, better economics, the same yield.

Grass and clover canopy with each species segmented per pixel

Agriculture

Mixed crop mapping

Grass, clover and weeds separated pixel by pixel in a dense canopy, so legume content can be measured.

Roadside frame with detected litter masked

Inspection

Litter detection and mapping

Real-time detection and mapping of litter along roads to give a better understanding of where the problems are, and to manage resources for collecting the trash.