Table 5 Layered architecture of the proposed model with pre-trained weights.
From: Deep learning framework using UAV imagery for multi-disease detection in cereal crops
Layer | Type | Output shape | Parameter |
|---|---|---|---|
input layer | Input | 224, 224, 3 | 0 |
block1 | Conv2D | 224, 224, 64 | 36,928 |
block2 | Conv2D | 112, 112, 128 | 147,584 |
block3 | Conv2D | 56, 56, 256 | 590,080 |
block4 | Conv2D | 28, 28, 512 | 2,359,808 |
