Fig 1.
YOLOv8n model structure diagram.
Fig 2.
FRCP-YOLO network structure.
Fig 3.
Structural comparison of backbone networks.
Fig 4.
FasterNet Block structure diagram.
Fig 5.
PConv + PWConv illustration.
Fig 6.
CA structure diagram.
Fig 7.
R-CA structure diagram.
Fig 8.
CIoU illustration.
Fig 9.
PIoU illustration.
Table 1.
Experimental platform configuration.
Table 2.
Ablation experiment results.
Fig 10.
Comparison of ablation experiment results.
Table 3.
Performance comparison of different loss functions.
Table 4.
Test indicators of different algorithms.
Fig 11.
Comparison of detection metrics of different algorithms.
Table 5.
Test indicators of different algorithms.
Fig 12.
Comparison of detection metrics of different algorithms.