csp_darknet_53

lucid.models.csp_darknet_53(num_classes: int = 1000, split_ratio: float = 0.5, stem_channels: int = 32, **kwargs) → CSPNet

The csp_darknet_53 function constructs the CSPDarknet-53 preset. This preset uses the default CSPNetConfig stage layout for the Darknet-style variant.

Total Parameters: 27,278,536

Function Signature

@register_model
def csp_darknet_53(
    num_classes: int = 1000, split_ratio: float = 0.5, stem_channels: int = 32, **kwargs
) -> CSPNet

Parameters

  • num_classes (int, optional): Number of output classes for classification. Default is 1000.

  • split_ratio (float, optional): CSP split ratio. Default is 0.5.

  • stem_channels (int, optional): Stem output width. Default is 32.

  • kwargs (dict, optional): Additional keyword arguments forwarded to CSPNetConfig, excluding the preset stage_specs, stack_type, feature_channels, and pre_kernel_size fields.

Returns

  • CSPNet: A CSPNet model instance constructed from the CSPDarknet-53 preset config.