Research Article
Facial Recognition of Cattle Based on SK-ResNet
Table 2
Cattle facial recognition results.
| Model | FLOPs | Size (MB) | Params | Loss (%) | Accuracy (%) |
| DenseNet | 2.86 | 26.58 | 6,960,006 | 7.91 | 95.84 | GoogleNet | 1.5 | 21.39 | 5,606,054 | 7.72 | 95.95 | ResNet-50 | 4.11 | 89.72 | 23,520326 | 17.01 | 93.53 | SKNet | 2.38 | 50.66 | 13,281,478 | 10.27 | 94.26 | SK-ResNet | 1.65 | 22.56 | 5,913,611 | 3.38 | 98.42 |
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