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larger decrease » marked decrease (Expand Search)
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5661
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5662
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5663
Summary of previous work.
Published 2025“…However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …”
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5664
Comparison of MAP@0.5 results from experiments.
Published 2025“…However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …”
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5665
YOLO11.
Published 2025“…However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …”
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5666
Structure of the SCI-YOLO11 network.
Published 2025“…However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …”
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5667
Comparative experimental results.
Published 2025“…However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …”
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5668
Algorithm operation steps.
Published 2025“…However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …”
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5669
SCI-YOLO11.
Published 2025“…However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …”
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5670
Study area.
Published 2025“…Conversely, habitat quality and carbon storage show a decline, with the smallest decrease also under SSP126; (3) Analyzing the SDG index, the overall value is low in 2020. …”
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5671
Dataset for insulator defect detection.
Published 2025“…However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …”
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5672
YOLOV8.
Published 2025“…However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …”
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5673
Faster-RCNN.
Published 2025“…However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …”
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5674
Results of ablation experiments.
Published 2025“…However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …”
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5675
Spatial distribution of ESs.
Published 2025“…Conversely, habitat quality and carbon storage show a decline, with the smallest decrease also under SSP126; (3) Analyzing the SDG index, the overall value is low in 2020. …”
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5676
Structure diagram of SPDConv.
Published 2025“…However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …”
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5677
Wise-IOU regression diagram.
Published 2025“…However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …”
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5678
Visualization of detection results.
Published 2025“…However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …”
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5679
Structure diagram of the SE attention mechanism.
Published 2025“…However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …”
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5680
Fragmentation patterns for Schisandrin A.
Published 2025“…Over-exploitation of wild resources led to the rise of cultivation, along with a decrease in quality. Exposure of plants to adversity must generate substantial quantities of reactive oxygen species (ROS) and result in cellular damage. …”