Intelligent Image Recognition System for Marine Fouling Using Softmax Transfer Learning and Deep Convolutional Neural Networks

Table 5

Final testing results of fouling classification.

Classes of fouling	Test results (%)
Rock oysters	99.703
Kelp	99.128
Zebra mussel	87.916
Hydrozoan	97.635
Acorn barnacle	77.228
Algae	79.255
Finger sponge	76.617
Gooseneck barnacle	91.430
Christmas tree worm	94.961
Tunicates	99.171