xception¶
The xception function is a registered factory method for creating an instance of the Xception model. It simplifies the process of initializing the Xception architecture with the desired number of output classes and additional parameters.
Total Parameters: 22,862,096
Function Signature¶
@register_model
def xception(num_classes: int = 1000, **kwargs) -> Xception:
Parameters¶
num_classes (int, optional): The number of output classes for classification. Default is 1000.
kwargs (dict, optional): Additional arguments for customizing the model. These can include hyperparameters or modifications to the model architecture.
Returns¶
Xception: An instance of the Xception model with the specified number of output classes and any additional configuration provided through kwargs.
Examples¶
Creating a default Xception model:
>>> import lucid.models as models
>>> model = models.xception()
...
Creating an Xception model with custom classes:
>>> model = models.xception(num_classes=1000)
>>> print(model)
...