components medical_image_embedding_datapreprocessing

Embedding Generation for Medical Images

medical_image_embedding_datapreprocessing

Overview

To generate embeddings for medical images.

Version: 0.0.1

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

Inputs

Name	Description	Type	Default	Optional	Enum
image_tsv	Path to the image TSV file.	uri_file		False
mlflow_model_path	Path to the MLflow model to be imported.	uri_folder		False
image_standardization_jpeg_compression_ratio	JPEG compression ratio for image standardization.	integer	75	True
image_standardization_image_size	Image size for standardization.	integer	512	True

Outputs

Name	Description	Type
output_pkl	Path to the output training PKL file.	uri_folder

Environment

azureml://registries/azureml/environments/acft-medimageinsight-embedding-generator/versions/1