Research Article

Classification of Shellfish Recognition Based on Improved Faster R-CNN Framework of Deep Learning

Table 4

Test results of different network models.

NetworkConch (%)Scallop (%)Clam (%)Mussel (%)

ResNet71.876.281.679.8
DenseNet75.180.386.282.9
DenseNet + Soft-NMS75.180.388.384.6