Research Article
The Streamlined Study of Convolutional Neural Network for Wheat Growth Process Monitoring
Table 4
Comparison of model performance with and without knowledge distillation.
| | Model | Number of parameters | Model size (MB) | Training time (h) | Accuracy rate (%) |
| | MobileNet-distilled | 1332300 | 19.7 | 20 | 98.3 | | ResNet50-undistilled | 27941515 | 102.4 | 45 | 96.4 | | VGG16-undistilled | 134289477 | 512.3 | 73 | 94.8 |
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