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What is Overview of Convolutional Neural Networks about?

Convolutional Neural Networks (CNNs) are specialized deep learning architectures primarily used for image and video recognition tasks. They consist of multiple layers, including convolutional, pooling, and fully connected layers, which enable automatic feature learning and hierarchical representation. Despite their advantages, CNNs face challenges such as computational intensity, overfitting, and ethical considerations.

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ssnithish2004a
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