Convolutional Neural Networks (CNNs) are a class of deep learning algorithms primarily used for image processing tasks. They consist of multiple layers that automatically and adaptively learn spatial hierarchies of features from input images. This makes them particularly effective for image recognition, classification, and segmentation tasks.