Exam AI-102 topic 2 question 34 discussion

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.

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.

Text Extraction: Azure AI Computer Vision: This service can effectively extract text from images using OCR (Optical Character Recognition). Profane Language Detection: Content Moderator: This service is designed to analyze text for the presence of profane language and other inappropriate content.

Azure AI Computer Vision is CORRECT because it provides OCR (Optical Character Recognition) capabilities for extracting text from general-purpose images, such as photographs, which aligns with the text extraction requirement for uploaded user images. While it is not optimized for structured documents, it works well for unstructured, general image scenarios, making it suitable for this use case if the type of images is unspecified. Content Moderator is CORRECT because it is specifically designed to detect harmful or inappropriate content, including profanity, in both text and images. It provides robust text moderation capabilities, which can analyze the extracted text from images and identify profane language effectively. This solution minimizes development effort as it directly addresses the requirement for profanity detection.

Text extraction: Azure AI Document Intelligence Profane language detection: Content Moderator (now Azure AI Content Safety)

Azure AI Computer Vision has ReadApi for OCR feature to extract text from images, and content moderator for removing anything profane

1. Azure AI Document Intelligence 2. Content Moderator

1. Azure AI Document Intelligence 2. Content Moderator

on exam but with AI Content Safety instead of content moderator. For the first, I chose Azure AI Document Intelligence

Why not Azure AI Document Intelligence for the first option?

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.