data
ZFNetConfig
extends
ModelConfigZFNetConfig(num_classes: int = 1000, in_channels: int = 3, dropout: float = 0.5)Configuration for ZFNet (Zeiler & Fergus, 2013).
ZFNet is an AlexNet variant with modified first two conv layers:
- Conv1: 7×7 stride=2 pad=1 (vs AlexNet's 11×11 stride=4)
- Conv2: 5×5 stride=2 (vs AlexNet's 5×5 stride=1)
Examples
>>> from lucid.models.vision.zfnet._config import ZFNetConfig
>>> cfg = ZFNetConfig()
>>> cfg.model_type
'zfnet'
>>> cfg.num_classes, cfg.in_channels
(1000, 3)