Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Pre-trained model configuration parameters
| Model | Total Parameters | Trainable Parameters | Frozen Layers | Trainable Layers | Feature Dimension (Hybrid) |
|---|---|---|---|---|---|
| VGG16 | 138.4 M | 7.1 M | Layers 1–15 (13 conv layers) | Layers 16–23 (3 conv + FC) | 25,088 |
| ResNet50 | 25.6 M | 7.1 M | Layers 1-143 (3 residual stages) | Layers 144–175 (2 stages + FC) | 2,048 |
| Xception | 22.9 M | 8.4 M | Layers 1-115 (entry + 4 middle flows) | Layers 116–134 (4 middle + exit flows) | 2,048 |
