Fig 1.
Detailed architecture of the mask R-CNN module.
Fig 2.
YOLOv5 module architecture diagram.
Table 1.
Summary of the datasets used in this study (transposed).
Fig 3.
Visualization results of Y-MaskNet in practical applications (a).
Fig 4.
Visualization results of Y-MaskNet in practical applications (b).
Table 2.
Performance comparison of Y-MaskNet with benchmark models.
Table 3.
Performance of the models in the small object detection task.
Fig 5.
Small object detection performance comparison.