supported_algorithms
Algorithms supported by CAREamics.
SupportedAlgorithm
#
Bases: str
, BaseEnum
Algorithms available in CAREamics.
These definitions are the same as the keyword name
of the algorithm configurations.
Source code in src/careamics/config/support/supported_algorithms.py
CARE = 'care'
class-attribute
instance-attribute
#
Content-aware image restoration, a supervised algorithm used for a variety of tasks.
DENOISPLIT = 'denoisplit'
class-attribute
instance-attribute
#
An image splitting and denoising approach based on ladder VAE architectures.
MUSPLIT = 'musplit'
class-attribute
instance-attribute
#
An image splitting approach based on ladder VAE architectures.
N2N = 'n2n'
class-attribute
instance-attribute
#
Noise2Noise algorithm, a self-supervised denoising scheme based on comparing noisy images of the same sample.
N2V = 'n2v'
class-attribute
instance-attribute
#
Noise2Void algorithm, a self-supervised approach based on blind denoising.