• Laser Journal
  • Vol. 45, Issue 4, 95 (2024)
CHEN Yifei1, WANG Fanrong1,*, LU Donglin1, and LIU Yifan2
Author Affiliations
  • 1School of Electrical and Electronic Engineering, Hubei University of Technology, Wuhan 430070, China
  • 2Wuhan National Optoelectronic Research Center, Huazhong University of Science and Technology, Wuhan 430072, China
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    DOI: 10.14016/j.cnki.jgzz.2024.04.095 Cite this Article
    CHEN Yifei, WANG Fanrong, LU Donglin, LIU Yifan. A method for detecting surface defects of solar cells based on improved YOLOv5[J]. Laser Journal, 2024, 45(4): 95 Copy Citation Text show less
    References

    [1] Jakkrit O, Jakkree S. Algorithmic Scheme for Concurrent Detection and Classification of Printed Circuit Board Defects[J]. Cmc - Computers Materials & Continua, 2021, 71(01), 355-367.

    [4] Wang W K, Meng P, Huang W J, et al. Improved Faster R-CNN Algorithm for Transmission Line Small Target Detection[J]. Neural Computing for Advanced Applications, 2022, 10(21), 427-441.

    [6] Li Z X, Wu H M, Yang B T. An Improved Network for Small Object Detection Based on YOLOv4-Tiny-3L[C]//International Conference on Intelligent Automation and Soft Computing. Springer, Cham, 2022.

    [7] Wang H, Jin Y, Ke H C, et al. DDH-YOLOv5: improved YOLOv5 based on Double IoU-aware Decoupled Head for object detection[J]. Journal of Real-Time Image Processing, 2022, 19(11): 1023-1033.

    [8] Wang Y X, Yuan D Y, Yuan M, et al. Anomaly Detection Model for Key Places Based on Improved YOLOv5[J]. Springer, Cham, 2022, 07(07): 51-61.

    [9] Niu H C, Hu X B, Li H. Improved YOLOv5 network-based object detection for anti - intrusion of gantry crane[C]//CCRIS 2021: 2nd International Conference on Control, Robotics and Intelligent System, Qingdao, China, August 20-22, 2021.

    [10] Li Z J, Zhang X, Feng X G, et al. Detection Method of Apple Based on Improved Lightweight YOLOv5[J]. Springer, Singapore, 2022, 01(11): 286-294.

    [17] Naum C. An Adaptive Kinematic Filter Extended by the Additionally Measured Velocity or Acceleration[J]. IEEE Signal Processing Letters, 2020, 27:1430-1434.

    CHEN Yifei, WANG Fanrong, LU Donglin, LIU Yifan. A method for detecting surface defects of solar cells based on improved YOLOv5[J]. Laser Journal, 2024, 45(4): 95
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