Azure AI Custom Image Analysis model not returning performance metrics

Question

I'm not getting any performance metrics after successfully trained and used Custom Image Analysis model. In both places - UI of Vision Studio and by executing a code, I'm getting the following error:

Status: Error(code={'code': 'InternalServerError', 'message': 'Batch did not complete successfully. OutputResultWriteFailed: An unexpected error was encountered.'}, message='', target='', details=[])

Do you have any suggestions, how to sort this out?

Answer 1

Hello nikola

Welcome to the Microsoft Q&A and thank you for posting your questions here.

I understand that you are having a server-side issue with your custom image analysis model in Vision Studio.

The error message you're seeing indicates that there was an internal server error while processing your batch, which is preventing the performance metrics from being generated or displayed.

I will advise you to double-check any settings related to input data, batch sizes, and output paths to ensure that everything is properly configured. It can also be temporary issue, try rerunning the batch or the operation to see if the problem persists. https://learn.microsoft.com/en-us/azure/cognitive-services/custom-vision-service and https://learn.microsoft.com/en-us/azure/architecture/best-practices/retry-service

Also, sometimes issues with input data can lead to errors during processing so, check data you're using for analysis is valid and correctly formatted.

Though, the current error message indicates an InternalServerError, but there might be more detailed logs or diagnostic information available in the service's dashboard or through its API. You can also contact Azure Support via your Azure Portal.

Accept Answer

I hope this is helpful! Do not hesitate to let me know if you have any other questions.

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Best Regards,

Sina Salam