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In a scenario where you need to detect multiple specific objects within images, such as vehicles in a traffic monitoring system, which type of model would you choose and why? Additionally, explain how you would label the images for this specific use case and what metrics would be most relevant for evaluating the model's performance.
A
Choose an image classification model, label images with object tags, evaluate using accuracy.
B
Choose an object detection model, label images with bounding boxes and class labels, evaluate using mean average precision.
C
Choose an image classification model, label images with bounding boxes, evaluate using precision.
D
Choose an object detection model, label images with object tags, evaluate using recall.