PCB defect detection system and PCB defect detection method

The present disclosure provides a PCB defect detection system and a PCB defect detection method, wherein the system is configured to detect defects of target PCB images. The system comprises at least a first detection sub-model and a second detection sub-model, and the first detection sub-model has...

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Bibliographische Detailangaben
Hauptverfasser: HU, BING-FENG, KAPLAN, VAL, TZHORI, AMIR, FLIESWASSER, RONI
Format: Patent
Sprache:chi ; eng
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Beschreibung
Zusammenfassung:The present disclosure provides a PCB defect detection system and a PCB defect detection method, wherein the system is configured to detect defects of target PCB images. The system comprises at least a first detection sub-model and a second detection sub-model, and the first detection sub-model has higher priority than the second detection sub-model, wherein the first detection sub-model/the second detection sub-model is pre-trained to predict the probability that a PCB image has a first defect type/a second defect type, and the first defect type is different from the second defect type. If the probability predicted by the first detection sub-model that the target PCB image has the first defect type exceeds a preset first threshold, the defect detection result of the target PCB image is determined as the first defect type; Otherwise, input the target PCB image into the second detection sub-model. The present disclosure proposes to divide multiple sub-models to focus on learning a specific defect type respecti