Computer Vision · Manufacturing
99.2% defect detection on the factory line
Edge-deployed visual inspection replacing manual QA on high-speed lines.
Atlas Manufacturing2024
0.0%
detection accuracy
0ms
inference latency
0%
manual QA
01
The challenge
Manual inspection couldn't keep pace with Atlas's production speed, letting defects reach customers and driving up returns.
02
Our solution
We trained a computer-vision inspection system and deployed it on edge devices along the line, catching defects in 18ms with a human review queue for edge cases.
03
The outcome
Manual inspection dropped 85% while defect detection reached 99.2%, cutting returns and freeing staff for higher-value work.
Technologies
YOLOTensorRTNVIDIA JetsonONNXPython
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