Identifying Competitor Products | Custom Model | Azure Cognitive Services
Question
You are building a tool that will process images from retail stores and identify the products of competitors.
The solution will use a custom model.
Which Azure Cognitive Services service should you use?
Answers
Explanations
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https://docs.microsoft.com/en-us/azure/cognitive-services/custom-vision-service/overviewThe best option to use for this scenario is Azure Cognitive Services' Custom Vision.
Custom Vision is a service that allows users to build and train custom image classification models using their own images and labels. This service is designed for scenarios where pre-built models may not be accurate enough, and where custom models tailored to a specific domain or set of images are necessary.
In this case, the task is to process images from retail stores and identify the products of competitors, which requires a custom model that is trained specifically for the products sold by competitors. The Custom Vision service can be used to build and train such a model, allowing the tool to accurately identify and distinguish between different products.
Form Recognizer is another Azure Cognitive Service that can be used to extract information from forms and documents, but it is not suitable for image classification tasks like this scenario.
Face and Computer Vision are also Azure Cognitive Services, but they are designed for facial recognition and image analysis respectively, and are not well-suited for the specific task of identifying products in retail stores.
