Research Article
Automatic Image-Based Plant Disease Severity Estimation Using Deep Learning
Table 2
The hyperparameters of training.
| Parameters | Learning from scratch | Transfer learning | Training fully connected layers | Fine-tuning |
| Training algorithm | SGD | RMSP | SGD | Learning rate | 0.01 | 0.01 | 0.0001 | Batch size | 32 | Early stopping | 10 epochs |
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