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28 April 2023 Design of fruit classification system based on deep learning
Weiguo Zhang, Lingyun Zhao
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Proceedings Volume 12610, Third International Conference on Artificial Intelligence and Computer Engineering (ICAICE 2022); 1261049 (2023) https://doi.org/10.1117/12.2671086
Event: Third International Conference on Artificial Intelligence and Computer Engineering (ICAICE 2022), 2022, Wuhan, China
Abstract
This paper mainly studies the classification and detection of fruit based on deep learning. In order to solve the problem of current industrial demand, this paper proposes a new method for classification and detection of fruit based on YOLO. In the detection algorithm, the target detection and classification tasks are treated as a regression problem. It is convenient to transplant to different devices in the complex environment of industrial environment. A multi-feature fusion and multiple pre-selection frame prediction strategies to solve a variety of fruit classification problems. The test results show that the system can achieve the accuracy, real-time and compatibility required by the industry.
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Weiguo Zhang and Lingyun Zhao "Design of fruit classification system based on deep learning", Proc. SPIE 12610, Third International Conference on Artificial Intelligence and Computer Engineering (ICAICE 2022), 1261049 (28 April 2023); https://doi.org/10.1117/12.2671086
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KEYWORDS
Classification systems
Target detection
Image processing
Image classification
Deep learning
Design and modelling
Industry
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