CNN, or Convolutional Neural Networks, are a class of deep learning algorithms primarily used for image recognition and processing. Inspired by visual perception in animals, they consist of layers that automatically learn spatial hierarchies of features from data. CNNs have transformed fields like computer vision, natural language processing, and more.