How to analyse custom model generated json output?

Question

How to analyse custom model generated json output?

Pravin Purushottam Shelake 0

Hi Team,

I am using custom extractor model from Azure document intelligence. I am not able to analyse json response from model. I want few fields to be extracted from input document.

Regards,

Pravin Shelake

kothapally Snigdha 3,020 Reputation points Microsoft External Staff Moderator

2025-01-30T11:52:07.4433333+00:00
Hi Pravin Purushottam ShelakeGreetings & Welcome to the Microsoft Q&A forum! Thank you for sharing your query.

To analyze the JSON response from your custom extractor model in Azure Document Intelligence, you should focus on the structure of the response. The key elements you will typically find in the JSON output include:

This section contains an array of objects, each representing a document detected in the input. Here, you can find the fields that were extracted based on your custom model.

If your model was trained with labels, the key/value pair associations will be found in this node. This section provides the extracted key-value pairs from the document

Each key/value result will have an associated confidence score, which indicates the reliability of the extraction. You should examine these scores to determine the quality of the extracted data.

If you specified plain text extraction, this node would show the content and positions of all the text in the document. This can help you understand the context of the extracted fields. can you please refer this https://learn.microsoft.com/en-us/azure/ai-services/document-intelligence/how-to-guides/use-sdk-rest-api?pivots=programming-language-rest-api

I hope this helps you. Thank you.
Saideep Anchuri 9,425 Reputation points Microsoft External Staff Moderator

2025-01-31T08:38:16.35+00:00

Hi Pravin Purushottam Shelake

Following up to see if the given response was helpful.

Thank You.
kothapally Snigdha 3,020 Reputation points Microsoft External Staff Moderator

2025-02-03T03:43:37.67+00:00

Hi Pravin Purushottam Shelake

We haven’t heard from you on the last response and was just checking back to see if you have a resolution yet. In case if you have any resolution, please do share that same with the community as it can be helpful to others. Otherwise, will respond with more details and we will try to help.

Your answer

kothapally Snigdha 3,020 Reputation points Microsoft External Staff Moderator

2025-01-30T11:52:07.4433333+00:00

Hi Pravin Purushottam ShelakeGreetings & Welcome to the Microsoft Q&A forum! Thank you for sharing your query.

To analyze the JSON response from your custom extractor model in Azure Document Intelligence, you should focus on the structure of the response. The key elements you will typically find in the JSON output include:

This section contains an array of objects, each representing a document detected in the input. Here, you can find the fields that were extracted based on your custom model.

If your model was trained with labels, the key/value pair associations will be found in this node. This section provides the extracted key-value pairs from the document

Each key/value result will have an associated confidence score, which indicates the reliability of the extraction. You should examine these scores to determine the quality of the extracted data.

If you specified plain text extraction, this node would show the content and positions of all the text in the document. This can help you understand the context of the extracted fields. can you please refer this https://learn.microsoft.com/en-us/azure/ai-services/document-intelligence/how-to-guides/use-sdk-rest-api?pivots=programming-language-rest-api

I hope this helps you. Thank you.
Saideep Anchuri 9,425 Reputation points Microsoft External Staff Moderator

2025-01-31T08:38:16.35+00:00

Hi Pravin Purushottam Shelake

Following up to see if the given response was helpful.

Thank You.
kothapally Snigdha 3,020 Reputation points Microsoft External Staff Moderator

2025-02-03T03:43:37.67+00:00

Hi Pravin Purushottam Shelake

We haven’t heard from you on the last response and was just checking back to see if you have a resolution yet. In case if you have any resolution, please do share that same with the community as it can be helpful to others. Otherwise, will respond with more details and we will try to help.

Share via

How to analyse custom model generated json output?

Your answer