Research Article
The Streamlined Study of Convolutional Neural Network for Wheat Growth Process Monitoring
Table 2
Comparison of accuracy of different network structures.
| | Growth stage category | VGG-16 (%) | ResNet50 (%) | MobileNet (%) |
| | Emergence-tillering stage | 95.6 | 96.8 | 94.2 | | Tillering-overwintering stage | 95.1 | 96.4 | 95.2 | | Overwintering-greening stage | 91.2 | 93.1 | 90.2 | | Greening-jointing stage | 90.3 | 92.2 | 89.9 | | Jointing-heading stage | 95.4 | 96.3 | 93.8 | | Average accuracy | 93.5 | 94.9 | 92.6 |
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