Convolutional Neural Networks (CNNs) are a specialized category of deep - learning models meticulously crafted for the processing of visual data. By emulating the hierarchical structure of the human visual system, CNNs have demonstrated remarkable proficiency in comprehending and analyzing images. These networks have proven to be particularly adept at performing complex tasks, including image classification, object detection, and segmentation, thereby establishing themselves as a cornerstone in the field of computer vision.
