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Summary of previous work.
Published 2025“…Additionally, its parameter count and floating-point operations decrease by 6% and 7.9%, respectively. …”
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Comparison of MAP@0.5 results from experiments.
Published 2025“…Additionally, its parameter count and floating-point operations decrease by 6% and 7.9%, respectively. …”
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YOLO11.
Published 2025“…Additionally, its parameter count and floating-point operations decrease by 6% and 7.9%, respectively. …”
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Structure of the SCI-YOLO11 network.
Published 2025“…Additionally, its parameter count and floating-point operations decrease by 6% and 7.9%, respectively. …”
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Comparative experimental results.
Published 2025“…Additionally, its parameter count and floating-point operations decrease by 6% and 7.9%, respectively. …”
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Algorithm operation steps.
Published 2025“…Additionally, its parameter count and floating-point operations decrease by 6% and 7.9%, respectively. …”
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SCI-YOLO11.
Published 2025“…Additionally, its parameter count and floating-point operations decrease by 6% and 7.9%, respectively. …”
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Dataset for insulator defect detection.
Published 2025“…Additionally, its parameter count and floating-point operations decrease by 6% and 7.9%, respectively. …”
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YOLOV8.
Published 2025“…Additionally, its parameter count and floating-point operations decrease by 6% and 7.9%, respectively. …”
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Faster-RCNN.
Published 2025“…Additionally, its parameter count and floating-point operations decrease by 6% and 7.9%, respectively. …”
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Results of ablation experiments.
Published 2025“…Additionally, its parameter count and floating-point operations decrease by 6% and 7.9%, respectively. …”
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233
Structure diagram of SPDConv.
Published 2025“…Additionally, its parameter count and floating-point operations decrease by 6% and 7.9%, respectively. …”
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234
Wise-IOU regression diagram.
Published 2025“…Additionally, its parameter count and floating-point operations decrease by 6% and 7.9%, respectively. …”
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Visualization of detection results.
Published 2025“…Additionally, its parameter count and floating-point operations decrease by 6% and 7.9%, respectively. …”
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Structure diagram of the SE attention mechanism.
Published 2025“…Additionally, its parameter count and floating-point operations decrease by 6% and 7.9%, respectively. …”
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