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What is What Is A Convolutional Neural Network (CNN) ? about?

A Convolutional Neural Network (CNN) is a deep learning model designed for processing structured data like images, utilizing layers such as convolutional, activation, pooling, and fully connected layers to extract features and make predictions. Key advantages of CNNs include parameter sharing, which reduces the number of trainable parameters and enhances generalization, and pooling, which down-samples feature maps to retain essential information while reducing dimensionality. CNNs are particularly effective

Author

Ashok R

Language

EN