components medical_image_embedding_datapreprocessing - Azure/azureml-assets GitHub Wiki

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

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