`dacapo.experiments.architectures.cnnectome_unet_config`

Module Contents

Classes

CNNectomeUNetConfig

This class configures the CNNectomeUNet based on

class dacapo.experiments.architectures.cnnectome_unet_config.CNNectomeUNetConfig

This class configures the CNNectomeUNet based on https://github.com/saalfeldlab/CNNectome/blob/master/CNNectome/networks/unet_class.py

Includes support for super resolution via the upsampling factors.

architecture_type

input_shape: funlib.geometry.Coordinate

fmaps_out: int

fmaps_in: int

num_fmaps: int

fmap_inc_factor: int

downsample_factors: List[funlib.geometry.Coordinate]

kernel_size_down: List[funlib.geometry.Coordinate] | None

kernel_size_up: List[funlib.geometry.Coordinate] | None

upsample_factors: List[funlib.geometry.Coordinate] | None

constant_upsample: bool

padding: str

use_attention: bool