From the course: Process Documents with Azure AI Document Intelligence
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Custom classification models definition
From the course: Process Documents with Azure AI Document Intelligence
Custom classification models definition
- [Instructor] A custom classification model is very useful when you have an input file that contains multiple documents belonging to the same or different custom model types. We discussed that a composed model can only handle one document at a time. A custom classification model addresses this limitation as it can handle many documents. The model is very useful for the following scenarios. Your input file contains multiple document types. For example, a loan application document that contains a loan application form, a pay slip, and a bank statement. Another example would be that your input file contains single or multiple instances of the same document. For example, a collection of survey forms or a collection of invoices. A custom classification model is intended to be used with other models for classification. If your input file contains a loan application form, a pay slip, and a bank statement, you would need to create and programmatically call their own custom extraction models…
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Custom model definition4m 35s
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Setup a custom model via Document Intelligence Studio8m 41s
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Custom models via REST API and Python SDK3m 42s
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Composed model definition5m 52s
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Custom classification models definition9m 10s
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Challenge: Creating a custom model2m 13s
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Solution: Creating a custom model3m 15s
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