efficientdet_d3¶

lucid.models.efficientdet_d3(num_classes: int = 80, **kwargs) → EfficientDet¶

The efficientdet_d3 function returns an instance of the EfficientDet model, preconfigured with compound coefficient 3, providing balanced performance between accuracy and efficiency for general-purpose detection tasks.

Total Parameters: 10,286,134

Function Signature¶

def efficientdet_d3(num_classes: int = 80, **kwargs) -> EfficientDet

Parameters¶

num_classes (int, default=80): Number of target object classes to detect.
kwargs: Additional keyword arguments passed to the EfficientDet constructor.

Returns¶

EfficientDet: An instance of the EfficientDet-D3 detector built with EfficientNet-B3 backbone and multi-level BiFPN.

Example Usage¶

>>> from lucid.models import efficientdet_d3
>>> model = efficientdet_d3(num_classes=80)
>>> print(model)

>>> x = lucid.rand(2, 3, 896, 896)
>>> out = model(x)