Table 2 The improved ResNet-50 Hyperparameters
From: Houseplant leaf classification system based on deep learning algorithms
Hyperparameter | Description |
|---|---|
Dropout rate layer | 0.5, 0.3 |
Learning rate | 0.00001 |
Number of epochs | 20 |
Batch size | 16 |
Optimizer | Adam |
Activation function | ReLU |