Machine vision to detect electric vehicles
We built a machine-vision system that identifies electric vehicles in motorway CCTV data - at higher-than-human accuracy.
Computer visionPoCDetection
// The challenge
Where it started.
The client needed to identify electric vehicles within large datasets of CCTV footage from cameras on European motorways.
// Our approach
- 01
Built a machine-vision system for large CCTV datasets.
- 02
Identified electric vehicles by their numberplate.
- 03
Trained and validated through a proof of concept.
- 04
Benchmarked against human detection accuracy.
// The outcome
What it delivered.
>human
detection accuracy
CCTV
scale data
PoC
validated
Electric vehicles detected in motorway CCTV data.
Higher-than-human detection accuracy in the PoC.
A validated capability ready to scale.
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