Image recognition method for stereoscopic warehouse checking of tobacco enterprise

The invention discloses an image recognition method for tobacco enterprise stereoscopic warehouse checking. The method is a hybrid network model based on double-layer routing attention improvement. In the inventory checking process, an image data set of finished cigarette inventory in a stereoscopic...

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Bibliographische Detailangaben
Hauptverfasser: ZHU JINKE, YE YUNJI, GONG XI, CHEN TING, SHI BIN, PAN CHENGYU, LI MIN, WANG SIYUAN, SI XIAORUI, LUO CHEN, WANG YICHEN, CHEN XIN, LUO PENGYU, QU RUI, ZHU CHANGQUN, TANG WENHONG, HE ZHUANGLI
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention discloses an image recognition method for tobacco enterprise stereoscopic warehouse checking. The method is a hybrid network model based on double-layer routing attention improvement. In the inventory checking process, an image data set of finished cigarette inventory in a stereoscopic warehouse of a tobacco enterprise is obtained through shooting equipment, the collected image data set of the finished cigarette inventory is expanded through preprocessing, and multi-scale feature extraction is conducted on finished cigarette pictures through an improved hybrid network; and finally, an image classification task of finished cigarettes in a warehouse is completed through product multi-scale features extracted by the network. The network model used in the invention can extract multi-scale features and is relatively simple in structure, and the intelligent inventory checking task of the stereoscopic warehouse inventory of the tobacco enterprise is realized with higher precision and efficiency; throug