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Answer: Combine the use of prebuilt models and custom models to leverage their strengths in handling different document formats.
To ensure the best performance and accuracy when extracting data from a variety of document formats, it is recommended to combine the use of prebuilt models and custom models. Prebuilt models can handle common document formats and layouts, while custom models can be trained to handle specific formats or complex layouts that the prebuilt models may struggle with. Option A is incorrect because relying solely on prebuilt models may not cover all the required document formats. Option B is incorrect because creating a custom model for only the most common formats may not address the needs for other formats. Option D is incorrect because using OCR to convert all documents to a standard format may result in data loss or formatting issues that can impact the accuracy of the data extraction.
Author: LeetQuiz Editorial Team
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You have been asked to create a document intelligence solution that can extract data from a variety of document formats, including scanned images and PDFs with complex layouts. What approach should you take to ensure the best performance and accuracy?
A
Use only prebuilt models and rely on their ability to handle different document formats.
B
Create a custom document intelligence model specifically trained on the most common document formats.
C
Combine the use of prebuilt models and custom models to leverage their strengths in handling different document formats.
D
Use optical character recognition (OCR) to convert all documents to a standard format before processing them with a prebuilt model.
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