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Exam AI-102 topic 2 question 34 discussion

Actual exam question from Microsoft's AI-102
Question #: 34
Topic #: 2
[All AI-102 Questions]

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You are building an app that will share user images.

You need to configure the app to meet the following requirements:

• Uploaded images must be scanned and any text must be extracted from the images.
• Extracted text must be analyzed for the presence of profane language.
• The solution must minimize development effort.

What should you use for each requirement? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

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Murtuza
Highly Voted 8 months, 2 weeks ago
Text Extraction from Images: You can use an Optical Character Recognition (OCR) service to scan and extract text from the uploaded images. Computer Vision API are examples of services that provide OCR capabilities. Profanity Check: Once the text is extracted, you can use a text analytics service to analyze the presence of profane language. Services Content Moderator API can help identify and filter out inappropriate content.
upvoted 9 times
aa18a1a
1 month, 4 weeks ago
Agree with this answer. Take a look at this small blurb on this portion of the Microsoft docs: https://learn.microsoft.com/en-us/azure/ai-services/computer-vision/concept-ocr?view=doc-intel-4.0.0 "If you want to extract text from PDFs, Office files, or HTML documents and document images, use the Document Intelligence Read OCR model. It's optimized for text-heavy digital and scanned documents..." There's nowhere in this question that states these images will be "document images". Despite the fact that document intelligence CAN accept images, I've received no indication that we should assume these images will be documents.
upvoted 1 times
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haby
Highly Voted 6 months ago
Azure AI vision for me. Both Document Intelligence and AI vision have OCR, but document inte is more for structure and semi-structure files, like pdf doc, w-2, forms, etc. AI vision is easier to extract simple text from general images.
upvoted 5 times
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anto69
Most Recent 4 months, 1 week ago
Text extraction: Azure AI Document Intelligence Profane language detection: Content Moderator (now Azure AI Content Safety)
upvoted 3 times
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rookiee1111
5 months, 3 weeks ago
Azure AI Computer Vision has ReadApi for OCR feature to extract text from images, and content moderator for removing anything profane
upvoted 2 times
rookiee1111
5 months, 3 weeks ago
Azure AI Document Intelligence (formerly Form Recognizer): Purpose: Specialized document analysis. Capabilities: Advanced OCR to extract text, key-value pairs, and table data from documents. Customizable models to extract structured data from forms and invoices. Tailored for processing documents such as forms, receipts, invoices, business cards, and other structured documents. Here we are dealing with scanned images
upvoted 1 times
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NagaoShingo
6 months, 1 week ago
1. Azure AI Document Intelligence 2. Content Moderator
upvoted 1 times
Toby86
5 months ago
We're looking at Images, not documents. And if the images contained documents, we don't know that from the question. Answer is correct
upvoted 2 times
mrg998
2 months, 3 weeks ago
agree, they have not said if the images will be images of documents or not. it could be images of anything that we need to extract from
upvoted 1 times
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takaimomoGcup
6 months, 3 weeks ago
1. Azure AI Document Intelligence 2. Content Moderator
upvoted 1 times
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funny_penguin
6 months, 3 weeks ago
on exam but with AI Content Safety instead of content moderator. For the first, I chose Azure AI Document Intelligence
upvoted 1 times
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ShardulShende
7 months, 2 weeks ago
Why not Azure AI Document Intelligence for the first option?
upvoted 2 times
ShardulShende
7 months, 2 weeks ago
Should be Azure AI Document Intelligence. Document Intelligence Read Optical Character Recognition (OCR) model runs at a higher resolution than Azure AI Vision Read and extracts print and handwritten text from PDF documents and scanned images. https://learn.microsoft.com/en-us/answers/questions/1512283/vision-studio-vs-document-intelligence-studio-ocr
upvoted 1 times
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audlindr
9 months, 2 weeks ago
I hope the Questions are revisited by Microsoft. Why would there be a question on deprecated services https://learn.microsoft.com/en-us/azure/ai-services/content-moderator/overview Azure Content Moderator is being deprecated in February 2024, and will be retired by February 2027. It is being replaced by Azure AI Content Safety, which offers advanced AI features and enhanced performance.
upvoted 4 times
[Removed]
9 months ago
I agree, insert profanity here to show my frustration! AND YOU CAN USE AI Content Safety to detect it :D
upvoted 5 times
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