Convolutional Neural Networks (CNNs) represent a highly effective tool in the domain of image recognition. These models are uniquely designed to interpret visual input by learning characteristics from images. CNNs comprise multiple levels of convolution, pooling, and fully layered layers, allowing them to effectively label images into distinct clas