/ 2025Computer Vision
Quality control system eliminating manual inspection on production lines
Custom YOLOv8 model trained on 10,000+ product images. Deployed on live manufacturing line for orthopedic insole classification.
99.2%
Classification accuracy
120/min
Items processed
94%
Error reduction
The challenge
Custom YOLOv8 model trained on 10,000+ product images. Deployed on live manufacturing line for orthopedic insole classification.
What we built
A production system designed specifically for this problem — not a template, not a configuration of existing tools. Every architectural decision was made to maximise accuracy, minimise latency, and integrate cleanly with existing workflows.
Technology stack
01YOLOv8
02PyTorch
03OpenCV
04Industrial cameras
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Done doing it manually?
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