Component to finetune the MedImageParse 3D (MIP-3D) model using volumetric medical image data (multi-view MIP slices).

Version: 0.0.1

View in Studio: https://ml.azure.com/registries/azureml/components/medimageparse_3d_finetune/version/0.0.1

Name	Description	Type	Default	Optional	Enum
pretrained_mlflow_model	Path to the MLflow model (or raw checkpoint folder) to be imported.	uri_folder		False
data	Path to the training data folder (must contain train.json, train/, train_mask/).	uri_folder		False
config	Path to the parameters.yaml hydra override file.	uri_file		False

Name	Description	Type
out	Path to the output folder where results will be stored.	uri_folder
mlflow_model_folder	Path to save the output model after fine-tuning.	mlflow_model

azureml://registries/azureml/environments/acft-medimageparse-3d-finetune/versions/1