Hazrat-Ali9/Deep-Learning-AOI-for-PCBs-Real-Time-YOLO-Detection-of-Missing-Holes-Mouse-Bites-Shorts-and-Spurs

âš― Deep âšū Learning ðŸĨŽ AOI PCBs is 🏀 an Automated 🏈 Optical ðŸŽģ Inspection â›ļ system Printed ðŸŽŪ Circuit Boards ✈ using Deep 🚀 Learning 🚁 YOLO It enables ðŸšĒ real time ðŸ›ļ defect detection ðŸ›Ĩ of critical PCB 🚈 issues like 🚒 missing holes 🚞 mouse bites ðŸĶ shorts and ðŸ§ą spurs improving ðŸŦ‘ manufacturing 🍅 accuracy reducing 🍏 human inspection errors

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Experimental

This system helps electronics manufacturers automatically inspect Printed Circuit Boards (PCBs) for common defects like missing holes, mouse bites, shorts, and spurs. It takes images of PCBs from the production line and instantly identifies and highlights these flaws, providing a real-time quality check. Quality control managers and production line supervisors would use this to ensure high-quality PCBs and reduce manual inspection errors.

No commits in the last 6 months.

Use this if you need to automate the visual inspection of PCBs on a manufacturing line to catch defects quickly and consistently.

Not ideal if your primary need is for non-visual PCB testing or if you require detection of defects not related to physical missing holes, mouse bites, shorts, or spurs.

Electronics Manufacturing PCB Quality Control Automated Optical Inspection Production Line Monitoring Defect Detection
No License Stale 6m No Package No Dependents
Maintenance 2 / 25
Adoption 7 / 25
Maturity 7 / 25
Community 0 / 25

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Sep 10, 2025

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