AI-102 Question 4
Select 2A retail company wants to implement a solution that automatically identifies and categorizes products in images uploaded by users. The solution should also extract text from product labels when available. Which Azure service(s) should the company use?
- A
Azure Computer Vision
- B
Azure Custom Vision
- C
Azure Form Recognizer
- D
Azure Face API
- E
Azure Cognitive Search
Show answer and explanation
Correct answers: A, B
Explanation
To implement a solution that identifies and categorizes products in images while extracting text from product labels, the company should use Azure Computer Vision for its object detection and OCR capabilities. Additionally, if the company requires more tailored categorization for their product dataset, Azure Custom Vision can be used to create a custom model. Other services like Azure Form Recognizer, Azure Face API, and Azure Cognitive Search are not designed for this specific use case.
- A. Correct.
Azure Computer Vision is appropriate for general image analysis, including object detection and text extraction. It can identify and categorize objects in the uploaded images and extract text from product labels.
- B. Correct.
Azure Custom Vision is suitable if the company wants to build a custom model to classify products based on their specific dataset. This is ideal for fine-tuned categorization of products that may not fit into general categories.
- C. Incorrect.
Azure Form Recognizer specializes in extracting structured data from forms and documents, not images of products or general text on labels. It is not suitable for this scenario.
- D. Incorrect.
Azure Face API is designed for facial recognition and analysis. It is not relevant for identifying products or extracting text from labels.
- E. Incorrect.
Azure Cognitive Search is a search service that enables indexing and querying of data. While useful for searching through product catalogs, it does not handle image analysis or text extraction.