Convolutional Neural Networks (CNNs) are a type of deep learning algorithm specifically designed for processing and analyzing visual data, such as images and videos. They have revolutionized the field of computer vision by achieving remarkable performance in various tasks, including image classification, object detection, and image segmentation.
CNNs are inspired by visual processing mechanisms in the human brain. They consist of multiple layers, each responsible for different operations.