efficientdet_d7¶

lucid.models.efficientdet_d7(num_classes: int = 80, **kwargs) → EfficientDet¶

The efficientdet_d7 function returns an instance of the EfficientDet model, configured with compound coefficient 7, the largest and most powerful model in the EfficientDet family.

Total Parameters: 87,173,148

Function Signature¶

def efficientdet_d7(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: The highest-capacity EfficientDet-D7 variant using EfficientNet-B7 backbone, capable of high-resolution 1536x1536 input detection.

Example Usage¶

>>> from lucid.models import efficientdet_d7
>>> model = efficientdet_d7(num_classes=80)
>>> print(model)

>>> x = lucid.rand(1, 3, 1536, 1536)
>>> out = model(x)