Algorithm requirements#

In this section we detail the constraints of each algorithm on the configuration.

Noise2Void family#

This is valid for Noise2Void, N2V2 and structN2V.

Algorithm configuration#

• algorithm="n2v"
• loss="n2v"
• model:
  • must be a UNet (architecture="UNet")
  • in_channels and num_classes must be equal

Data configuration#

• transforms: must contain N2VManipulateModel as the last transform

CARE#

Algorithm configuration#

• algorithm="care"
• loss: any but n2v

Data configuration#

• transforms: must not contain N2VManipulateModel

Noise2Noise#

Algorithm configuration#

• algorithm="care"
• loss: any but n2v

Data configuration#

• transforms: must not contain N2VManipulateModel