Table 2.
The detect results of different Anchor and Backbone.
| Backbone Network | ImprovedAnchor ratio | ResNeXt | AP_seg | AP_box | ||||
|---|---|---|---|---|---|---|---|---|
| AP | AP50 | AP75 | AP | AP50 | AP75 | |||
| Mask R-CNN-FPN | 57.24 | 79.51 | 79.87 | 65.14 | 78.93 | 77.42 | ||
| ✔ | 58.34 | 79.89 | 81.32 | 65.93 | 80.29 | 79.18 | ||
| ✔ | 58.96 | 81.26 | 81.41 | 66.71 | 82.56 | 80.39 | ||
✔ indicates that on the basis of the backbone network, add the corresponding module at ✔. The first line is Mask R-CNN-FPN, the second line is Mask R-CNN-FPN+Improved Anchor ratio, and the third line is Mask R-CNN-FPN+ Improved Anchor ratio+ResNeXt.