Microsoft Azure AI Fundamentals AI-900 Practice Question

Image Classification solution - This is the correct answer. Image classification is the most appropriate solution for determining the overall theme or subject of an image and assigning it to a predefined group. The model will classify the image as belonging to one of the predefined categories based on the visual content of the image for example, "nature," "architecture," "people".

Object Detection solution - Object detection not only classifies objects but also locates them within the image using bounding boxes. This solution is more suited for identifying and locating multiple objects within an image rather than assigning the image to a single predefined group.

Optical Character Recognition (OCR) solution - OCR is used to extract and recognize text from images or scanned documents, not to classify images into thematic groups based on visual content.

Facial Detection solution - Facial detection is specialized in detecting faces within an image, which is not suited for classifying images into broader thematic groups.