Delving into the intricacies of synthetic intelligence, we encounter a powerful architecture known as Convolutional Neural Networks (CNNs). These networks are particularly adept at processing data with a spatial dimension, such as images and audio. At their core, CNNs leverage kernels to extract characteristics from input information. These filter