Fig 1.
Diagram of the proposed network structure.
Fig 2.
MFF’s overall structure.
Table 1.
Comparison results between our method and yolov8.
Fig 3.
Evalution factor of yolov8s.
Fig 4.
Evalution factor of ours.
Table 2.
Comparing results with other versions of yolov8 on validation.
Table 3.
Comparing results with other versions of yolov8 on testing.
Table 4.
Comparison results with different versions of yolo.
Table 5.
Comparison with some classical models.
Fig 5.
Comparison of test results during daytime and nighttime.
Table 6.
Ablation Study results, where ↑ shows an increment in results.
Fig 6.
(a) YOLOv8s confusion matrix (b) Our confusion matrix.
Fig 7.
Visualization results of our approach.