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# Training Arguments for YOLOv10 License Plate Detection
Below are the command-line arguments used to configure the training of a YOLOv10 model for license plate detection.
| Argument | Type | Default Value | Description |
|----------------|------------|--------------------------------------------|-----------------------------------------------------------------------------|
| `--model` | `str` | `./ckpts/raw/yolo12n.pt` | Path to the model file or model name (e.g., "yolo12n.pt"). |
| `--data` | `str` | `./datasets/yolo_standard_dataset/data.yaml`| Path to the dataset YAML file specifying the dataset configuration. |
| `--epochs` | `int` | `100` | Number of training epochs. |
| `--batch` | `int` | `64` | Batch size for training. |
| `--resume` | `boolean` | `False` | Resume training from the last checkpoint if set. |
| `--patience` | `int` | `20` | Number of epochs to wait for improvement before early stopping. |
| `--lr0` | `float` | `0.01` | Initial learning rate for training. |
| `--lrf` | `float` | `0.001` | Final learning rate for training. |
| `--device` | `str` | `0` | Device to train on (e.g., `0` for GPU, `[0,1]` for multiple GPUs, or `cpu`). |
| `--project` | `str` | `./ckpts/finetune/runs` | Directory to save training results. |
| `--name` | `str` | `license_plate_detector` | Name of the training run. |
| `--save` | `boolean` | `True` | Save training results if set. |