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