Research Article
TANet: A Tiny Plankton Classification Network for Mobile Devices
Table 2
Tiny model comparison on test set.
| | Network | Top-1 (%) | Top-5 (%) | Inference time (ms) | Model size | Reduction in model size |
| | DarkNet | 74.0 | 94.9 | 122.4 | 3.54 M | 1x | | SqueezeNet | 75.8 | 94.5 | 112.2 | 3 M | 1.2x | | TANet (group = 2) | 77.6 | 96.3 | 28.8 | 1.15 M | 3.1x | | TANet (group = 8) | 76.5 | 96.3 | 31.8 | 648 kB | 5.6x |
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