Five industries.
Real problems.
Fifteen projects across five industries. Filter to the industry you want.
Helmet detection
Flags riders without a helmet in live traffic footage.
Speed detection
Estimates each vehicle’s speed from a fixed traffic camera.
Lane switching
Tracks vehicles and flags the moment they cross a lane marking.

Driver action detection
Checks where the driver is looking and whether their hands are on the wheel.
ANPR
99.4% plate-read accuracy at toll gates, on-device in 45 ms.
Basketball highlights
Tracks every player through a basketball play.

Gym rep counting
Counts gym reps from a phone camera at 98% accuracy, no wearables.

Horse rep and strides
Counts a horse’s strides and repetitions from video.

Satellite image segmentation
Outlines buildings in aerial and satellite imagery.

Factory surveillance
Detects people, machines and pallets across a factory floor.
Conveyor material detection
Identifies the material of each item moving along a conveyor.
Student monitoring
Monitors a whole classroom from a single camera.
Abandoned object detection
Flags objects left unattended in a camera view.
Missing object detection
Alerts when an object is removed from where it belongs.
Real/fake card detection
Tells genuine cards from fakes on camera.
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