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How to Build an Autonomous Defect Detector with Physical AI

This story is from 2026-08-28. It is preserved in the archive; the latest stories are on the live feed.

Pulling bad parts by hand dates back to 1960s assembly lines. I built a local defect detector using a webcam, RF-DETR, and a desktop robot arm. Ten training photos and 0.2 seconds per frame run the full detect, decide, pick, and verify loop right on my desk.

Read the full story at Roboflow Blog ↗

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  1. 2026-08-28 20:39 · Roboflow Blog
    How to Build an Autonomous Defect Detector with Physical AI

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