This repository hosts NiftyNet networks pre-trained for specific tasks.
Information about downloading and using each network are available by clicking on the name.
Name | Description |
---|---|
dense_vnet_abdominal_ct_model_zoo | Segment multiple organs from abdominal CT |
ultrasound_simulator_gan_model_zoo | Generate simulated ultrasound images at specified poses |
highres3dnet_brain_parcellation_model_zoo | Brain parcellation from T1 MR images |
anisotropic_nets_brats_challenge_model_zoo | Brain tumor segmentation with anisotropic nets |
mr_ct_regression_model_zoo | Estimating CT from MR using an adaptive sampling strategy |
autocontext_mr_ct_model_zoo | Estimating CT from MR using an autocontext model |
unet_histology_model_zoo | Binary segmentation of glands from colon histology images |
See also the NiftyNet project page.
NiftyNetModelZoo is part of an automatic download system. You don't need to clone this project.
Please report relevant issues/feature requests to the main repository.
The model zoo entries are licensed under a Creative Commons Attribution 4.0 International (CC BY) License.