Table 9 The parameter and hyperparameter settings of the model
From: Deep learning-driven multi-view multi-task image quality assessment method for chest CT image
Model | Image size | Optimizer | Initial learning rate | Loss function |
|---|---|---|---|---|
YOLOv8 | 640 x 640 | Stochastic gradient descent (SGD) | 0.01 | Binary cross entropy |
U-Net | 512 x 512 | Adaptive moment estimation (ADAM) | 0.0001 | Cross entropy |