AI-900 · Question #259
What is an advantage of using a custom model in Form Recognizer?
The correct answer is B. A custom model can be trained to recognize a variety of form types. In Document Intelligence, a custom model allows you to extract data from specific documents or forms that are unique to your business or industry. This is achieved by training a model on your own labeled data, enabling it to identify and extract information like fields and…
Question
Options
- AOnly a custom model can be deployed on-premises.
- BA custom model can be trained to recognize a variety of form types.
- CA custom model is less expensive than a prebuilt model.
- DA custom model always provides higher accuracy.
How the community answered
(42 responses)- A7% (3)
- B86% (36)
- C5% (2)
- D2% (1)
Explanation
In Document Intelligence, a custom model allows you to extract data from specific documents or forms that are unique to your business or industry. This is achieved by training a model on your own labeled data, enabling it to identify and extract information like fields and tables from those documents with high accuracy. Custom Models vs. Prebuilt Models: While Document Intelligence offers prebuilt models for common document types like invoices or contracts, custom models allow you to go beyond these general categories and focus on extracting data from your specific forms and documents. Training with Your Data: You train a custom model by providing it with labeled samples of your target documents, teaching it to recognize the key fields and layout elements. https://learn.microsoft.com/en-us/azure/ai-services/document-intelligence/train/custom-model
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