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Showing 1 - 20 results of 64 for search '(((("element data algorithm") OR ("defect detection algorithm"))) OR ("neural coding algorithm"))', query time: 0.45s Refine Results
  1. 1
    Mosaic dataset augmentation.

    Mosaic dataset augmentation. by Kangning Li (6069629)

    Published 2024
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  2. 2
    Different algorithms for bearing defect detection performance.

    Different algorithms for bearing defect detection performance. by Kangning Li (6069629)

    Published 2024
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  3. 3
    Three types of loss curves.

    Three types of loss curves. by Kangning Li (6069629)

    Published 2024
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  4. 4
    Ablation study on the improved YOLOv5 algorithm.

    Ablation study on the improved YOLOv5 algorithm. by Kangning Li (6069629)

    Published 2024
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  5. 5
    The structure of the Res2Block module.

    The structure of the Res2Block module. by Kangning Li (6069629)

    Published 2024
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  6. 6
    The structure of the BiFPN.

    The structure of the BiFPN. by Kangning Li (6069629)

    Published 2024
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  7. 7
    Randomly adding Gaussian white noise.

    Randomly adding Gaussian white noise. by Kangning Li (6069629)

    Published 2024
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  8. 8
    Algorithm detection performance.

    Algorithm detection performance. by Kangning Li (6069629)

    Published 2024
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  9. 9
    Model structure of the Small_obj algorithm.

    Model structure of the Small_obj algorithm. by Kangning Li (6069629)

    Published 2024
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  10. 10
    Model structural of the improved YOLOv5 algorithm.

    Model structural of the improved YOLOv5 algorithm. by Kangning Li (6069629)

    Published 2024
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  11. 11
    Results of the bearing defect detection.

    Results of the bearing defect detection. by Kangning Li (6069629)

    Published 2024
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  12. 12
    Bearing defect dataset.

    Bearing defect dataset. by Kangning Li (6069629)

    Published 2024
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  13. 13
    Results of the comparative experiment.

    Results of the comparative experiment. by Jia Li (160557)

    Published 2025
    “…To address this problem, this paper proposes a YOLOv8-based insulator defect detection algorithm, YOLOv8-SSF. Firstly, SimAM (parameter-free attention mechanism) is included in the algorithm’s backbone network, which improves the ability to focus on critical features while maintaining a lightweight model. …”
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  14. 14
    Comparison of attention mechanisms.

    Comparison of attention mechanisms. by Jia Li (160557)

    Published 2025
    “…To address this problem, this paper proposes a YOLOv8-based insulator defect detection algorithm, YOLOv8-SSF. Firstly, SimAM (parameter-free attention mechanism) is included in the algorithm’s backbone network, which improves the ability to focus on critical features while maintaining a lightweight model. …”
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  15. 15
    Results of ablation experiments.

    Results of ablation experiments. by Jia Li (160557)

    Published 2025
    “…To address this problem, this paper proposes a YOLOv8-based insulator defect detection algorithm, YOLOv8-SSF. Firstly, SimAM (parameter-free attention mechanism) is included in the algorithm’s backbone network, which improves the ability to focus on critical features while maintaining a lightweight model. …”
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  16. 16
    Comparison of attention mechanisms.

    Comparison of attention mechanisms. by Jia Li (160557)

    Published 2025
    “…To address this problem, this paper proposes a YOLOv8-based insulator defect detection algorithm, YOLOv8-SSF. Firstly, SimAM (parameter-free attention mechanism) is included in the algorithm’s backbone network, which improves the ability to focus on critical features while maintaining a lightweight model. …”
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  17. 17
    Experimental environment configuration.

    Experimental environment configuration. by Jia Li (160557)

    Published 2025
    “…To address this problem, this paper proposes a YOLOv8-based insulator defect detection algorithm, YOLOv8-SSF. Firstly, SimAM (parameter-free attention mechanism) is included in the algorithm’s backbone network, which improves the ability to focus on critical features while maintaining a lightweight model. …”
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  18. 18
    Model comparison experiments.

    Model comparison experiments. by Jia Li (160557)

    Published 2025
    “…To address this problem, this paper proposes a YOLOv8-based insulator defect detection algorithm, YOLOv8-SSF. Firstly, SimAM (parameter-free attention mechanism) is included in the algorithm’s backbone network, which improves the ability to focus on critical features while maintaining a lightweight model. …”
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  19. 19
    Comparison results of the loss functions.

    Comparison results of the loss functions. by Jia Li (160557)

    Published 2025
    “…To address this problem, this paper proposes a YOLOv8-based insulator defect detection algorithm, YOLOv8-SSF. Firstly, SimAM (parameter-free attention mechanism) is included in the algorithm’s backbone network, which improves the ability to focus on critical features while maintaining a lightweight model. …”
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  20. 20
    Insulator dataset data enhancement.

    Insulator dataset data enhancement. by Jia Li (160557)

    Published 2025
    “…To address this problem, this paper proposes a YOLOv8-based insulator defect detection algorithm, YOLOv8-SSF. Firstly, SimAM (parameter-free attention mechanism) is included in the algorithm’s backbone network, which improves the ability to focus on critical features while maintaining a lightweight model. …”
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