Comparison of MAP@0.5 results from experiments. حسب Junyan Wang (4738518)

"…However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …"

YOLO11. حسب Junyan Wang (4738518)

"…However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …"

Structure of the SCI-YOLO11 network. حسب Junyan Wang (4738518)

"…However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …"

Comparative experimental results. حسب Junyan Wang (4738518)

"…However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …"

Algorithm operation steps. حسب Junyan Wang (4738518)

"…However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …"

SCI-YOLO11. حسب Junyan Wang (4738518)

"…However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …"

Study area. حسب Bao Zhou (20670850)

"…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. …"

Dataset for insulator defect detection. حسب Junyan Wang (4738518)

"…However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …"

YOLOV8. حسب Junyan Wang (4738518)

"…However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …"

Faster-RCNN. حسب Junyan Wang (4738518)

"…However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …"

Results of ablation experiments. حسب Junyan Wang (4738518)

"…However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …"

Spatial distribution of ESs. حسب Bao Zhou (20670850)

"…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. …"

Structure diagram of SPDConv. حسب Junyan Wang (4738518)

"…However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …"

Wise-IOU regression diagram. حسب Junyan Wang (4738518)

"…However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …"

Visualization of detection results. حسب Junyan Wang (4738518)

"…However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …"

Structure diagram of the SE attention mechanism. حسب Junyan Wang (4738518)

"…However, small object detection faces numerous challenges, such as significant difficulty, substantial interference from complex backgrounds, and inconsistent annotation quality. …"

Fragmentation patterns for Schisandrin A. حسب Zhaoping Meng (4875040)

"…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. …"

Chemical structure of a lignan. حسب Zhaoping Meng (4875040)

"…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. …"

Map showing the intervention and control LGAs. حسب Chinwe C. Eze (8787503)

"…However, post-intervention, the adjusted mean SARI Stigma Score significantly decreased in the intervention group compared to the control group, with an adjusted mean difference of 37.72 (95% CI: 36.01–39.43, p < 0.000).…"

Consort diagram. حسب Chinwe C. Eze (8787503)

"…However, post-intervention, the adjusted mean SARI Stigma Score significantly decreased in the intervention group compared to the control group, with an adjusted mean difference of 37.72 (95% CI: 36.01–39.43, p < 0.000).…"