Intelligent extension method and system of redundant object visual detection equipment

The invention relates to the technical field of redundant object detection, and discloses an intelligent extension method and system of redundant object visual detection equipment, and the method comprises the following steps: S1, image acquisition: obtaining an image of a to-be-detected product in...

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Hauptverfasser: HAO LIFENG, HOU QIFENG, ZHANG YANMING, LI YANG, ZHAO LIUHE, WU ZELIANG, LEI DONGYANG, LIAO CHENGJU, JIANG MIAOMIAO
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention relates to the technical field of redundant object detection, and discloses an intelligent extension method and system of redundant object visual detection equipment, and the method comprises the following steps: S1, image acquisition: obtaining an image of a to-be-detected product in the visual detection equipment; s2, image analysis and recognition result feedback: obtaining recognition result information of redundant objects in the to-be-detected product image by adopting an image analysis algorithm or model; s3, result visualization: carrying out fusion visualization on the redundant object position coordinate information, the confidence coefficient and the to-be-detected product image; s4, manual auditing and confirming: performing manual auditing and confirming on the redundant object identification result, and then obtaining a data set for retraining; and S5, model intensified training: fusing a historical training data set with a data set confirmed by manual auditing, and performing inte