ICON
Get Started: Register MNIST 5s
Training on a medical dataset
Extending ICON
ICON and ITK
ICON and MONAI
API reference
Subpackages
icon_registration.pretrained_models
icon_registration.pretrained_models.OAI_knees
icon_registration.pretrained_models.lung_ct
icon_registration.pretrained_models.HCP_brain
Submodules
icon_registration.data
icon_registration.itk_wrapper
icon_registration.losses
icon_registration.monai_wrapper
icon_registration.network_wrappers
icon_registration.networks
icon_registration.test_utils
icon_registration.train
icon_registration.visualize
ICON
API reference
icon_registration.pretrained_models
View page source
icon_registration.pretrained_models
icon_registration.pretrained_models.OAI_knees
icon_registration.pretrained_models.OAI_knees.
OAI_knees_gradICON_model
(
pretrained
=
True
)
[source]
icon_registration.pretrained_models.OAI_knees.
OAI_knees_registration_model
(
pretrained
=
True
)
[source]
icon_registration.pretrained_models.lung_ct
icon_registration.pretrained_models.lung_ct.
LungCT_registration_model
(
pretrained
=
True
)
[source]
icon_registration.pretrained_models.lung_ct.
init_network
(
task
,
pretrained
=
True
)
[source]
icon_registration.pretrained_models.lung_ct.
lung_network_preprocess
(
image:
<itkTemplate
itk::Image>
,
segmentation:
<itkTemplate
itk::Image>
)
→
<itkTemplate
itk::Image>
[source]
icon_registration.pretrained_models.lung_ct.
make_network
(
)
[source]
icon_registration.pretrained_models.HCP_brain
icon_registration.pretrained_models.HCP_brain.
brain_network_preprocess
(
image:
<itkTemplate
itk::Image>
)
→
<itkTemplate
itk::Image>
[source]
icon_registration.pretrained_models.HCP_brain.
brain_registration_model
(
pretrained
=
True
)
[source]