CNN

A deep learning architecture that applies convolutional filters to detect spatial features in images, audio, or other grid-structured data. A Convolutional Neural Network (CNN) is a type of neural network that uses convolutional layers — filters that scan across input data — to detect local patterns such as edges, textures, and shapes in images.

CNNs use parameter sharing (the same filter is applied across the entire image) and pooling (downsampling spatial dimensions), making them far more efficient than fully connected networks for visual tasks.

Convolutional Neural Network is a foundational concept in Model Architecture. A deep learning architecture that applies convolutional filters to detect spatial features in images, audio, or other grid-structured data.