Convolutional Neural Network
A network that uses sliding filters, ideal for images.
A CNN applies small learnable filters across an input to detect local patterns like edges and textures, building up to complex features in deeper layers. Weight sharing makes them efficient and translation-invariant. CNNs powered the deep-learning revolution in computer vision.