Research Article
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 |
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