as a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. when presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
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under what scenarios would you use a convolutional neural network?
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convolutional neural networks (cnns) are often used for tasks such as image classification, object detection, and segmentation. they work by extracting relevant features from an image and using them to recognize patterns in the data. cnns are also used for natural language processing tasks such as sentiment analysis and machine translation.
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