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

Table 1

Different classes and number of fouling images.

Fouling image class	Image count
Rock oysters	82
Kelp	272
Zebra mussel	220
Hydrozoan	116
Acorn barnacle	83
Algae	195
Finger sponge	119
Gooseneck barnacle	288
Christmas tree worm	222
Tunicates	228