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What is the purpose of object detection in machine learning?a.To identify and locate specific objects within images.b.To classify images based on their visual content.c.To apply filters and effects to images.d.To generate realistic images using generative models.

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What is the purpose of object detection in machine learning?a.To identify and locate specific objects within images.b.To classify images based on their visual content.c.To apply filters and effects to images.d.To generate realistic images using generative models.

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Solution

The purpose of object detection in machine learning is to identify and locate specific objects within images. This is done by training a model on a set of labeled images, where each label indicates the type of object and its location in the image. Once trained, the model can then be used to detect the presence and location of these objects in new, unseen images. This is useful in a variety of applications, such as autonomous vehicles, surveillance, and image retrieval.

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