mednet.models.segment

Specialized semantic segmentation models and associated functionality.

Modules

backbones
driu	DRIU network architecture for vessel segmentation, from [MANINIS-2016].
driu_bn	DRIU network architecture, with added batch-normalization.
driu_od	DRIU network architecture for optic-disc segmentation, from [MANINIS-2016].
driu_pix	DRIU network architecture, with torch.nn.PixelShuffle instead of ConvTrans2D.
hed	Holistically-Nested Edge Detection (HED) network architecture, from [XIE-2015].
lwnet	Little W-Net (LWNET) network architecture, from [GALDRAN-2020].
m2unet	Mobile2 UNet network architecture, from [LAIBACHER-2018].
make_layers
model	Definition of base model type for semantic segmentation tasks.
unet	UNet network architecture, from [RONNEBERGER-2015].