APPLICATION OF COMPUTER VISION TECHNOLOGY IN AUTOMATED WAREHOUSE ACCOUNTING SYSTEMS
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Annotation: The article presents the implementation of a warehouse accounting system based on computer vision in real time. Identification of storage objects is performed on the basis of the YOLOv4 detector, identifi cation of employees is implemented using face recognition technology using the dlib library. A method for creating a unique data set for YOLOv4 training based on the modified CutMix augmentation technology is described.
Keywords: warehouse control automation system, computer vision, YOLOv4, data augmentation technology, image recognition, convolutional neural networks
For citation: Hohlov M.R. Application of computer vision technology in automated warehouse accounting systems // Electronic Scientific Journal IT-Standard. – 2020. – No. 4. – pp. .