Research Article
TANet: A Tiny Plankton Classification Network for Mobile Devices
Table 3
Multiple classic model comparison on test set.
| | Network | Top-1 (%) | Top-5 (%) | Inference time (ms) | Model size (M) | Reduction in model size |
| | VGG-19 | 73.2 | 95.0 | 148.76 | 534.4 | 1x | | ResNet-18 | 77.3 | 95.7 | 77.26 | 43.64 | 12x | | TANet (group = 2) | 77.6 | 96.3 | 31.8 | 1.15 | 465x |
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