Tool detection method and system and storage medium

The invention relates to the technical field of computer vision, and discloses a tool detection method and system and a storage medium. The method comprises the steps of obtaining a data set; preprocessing the data set to obtain a training set and a verification set; performing data enhancement proc...

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Bibliographische Detailangaben
Hauptverfasser: LI MIANJIE, SHAN CHUN, GAO PEITAO, HUANG XIAOYAN, HUANG YEWEN
Format: Patent
Sprache:chi ; eng
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Beschreibung
Zusammenfassung:The invention relates to the technical field of computer vision, and discloses a tool detection method and system and a storage medium. The method comprises the steps of obtaining a data set; preprocessing the data set to obtain a training set and a verification set; performing data enhancement processing on the training set to obtain a processed training set; training the initial tool detection network model by using the processed training set to obtain a trained tool detection network model; optimizing the trained tool detection network model parameters by using an improved # imgabs0 # loss function to obtain an optimized tool detection model; and performing data enhancement processing on the verification set to obtain a processed verification set, and verifying the optimized tool detection model by using the processed verification set to obtain a detection result. According to the invention, the robustness and accuracy of tool detection can be improved. 本发明涉及计算机视觉技术领域,公开了一种工装检测方法、系统和存储介质。该方法包括:获取数据集;预处理所述数