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Why Data asset is not supported when try to create a AutoML job?

Gonzalez Barba, Jorge 20 Reputation points
2023-01-12T23:11:21.94+00:00

Hi,

I successuffly created a data asset (folder_URI type) with uploaded imges in an Azure Blob storage (registered storage source), but when I try to create a job in Azure AutoML the Data asset shows (not supported).

select data asset

Any idea what is the issue?

Thanks

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Azure Data Lake Storage
An Azure service that provides an enterprise-wide hyper-scale repository for big data analytic workloads and is integrated with Azure Blob Storage.
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Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
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  1. Manuel Bachmann 80 Reputation points
    2024-10-28T12:44:53.2066667+00:00

    I also stumbled across this issue.

    You have to select the "Table (mltable)" under "Data asset types (from ML v2 APIs" during the data creation.User's image

    1 person found this answer helpful.

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  1. Ramr-msft 17,826 Reputation points
    2023-01-31T03:59:10.6866667+00:00

    @Gonzalez Barba, Jorge Thanks for the question. Can you please share the sample input data. Azure AutoML currently supports data assets in the form of CSV and JSON files. It does not currently support image files stored in a data asset in the form of a folder URI. To use image files in an AutoML job, they should be stored in a supported format and location, such as in a CSV file with a link to the image file or in an Azure Blob storage container.

    You can either convert your images to CSV or JSON file or use the Azure Blob storage container as the input for your AutoML job.

    1 person found this answer helpful.

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