Meaning of Convolutional Neural Network (CNN)

Simple definition

A specialized neural network designed to process grid-like data, such as images.

Used in computer vision tasks like image classification, object detection, and facial recognition.

A CNN analyzes medical images to identify features like tumors or fractures.

CNNs use filters (convolutions) to detect patterns like edges, textures, and shapes.

Yes, they can be applied to other data types like audio or video.

It consists of layers like convolutional, pooling, and fully connected layers.

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