Table 3.
Backbone | Anchor | Anchor | RPN | RoI | RPN | RoI | RoI | Classifier |
---|---|---|---|---|---|---|---|---|
sizes | scales | NMS𝜃 | NMS𝜃 | output | batch | class. score𝜃 | Module S | |
ResNet50 | 22:5 | 0.1, 0.25, 0.5, | 0.75 | 0.75 | 1000 | 256 | -0.01 | 2.26M |
+FPN | 1, 1.5, 2 |
Backbone | Anchor | Anchor | RPN | RoI | RPN | RoI | RoI | Classifier |
---|---|---|---|---|---|---|---|---|
sizes | scales | NMS𝜃 | NMS𝜃 | output | batch | class. score𝜃 | Module S | |
ResNet50 | 22:5 | 0.1, 0.25, 0.5, | 0.75 | 0.75 | 1000 | 256 | -0.01 | 2.26M |
+FPN | 1, 1.5, 2 |