Deep Learning, Linear Algebra, Neural Networks, Machine Learning, Artificial Intelligence.
Convolutional Operations as Mathematical Filters In computer vision, Convolutional Neural Networks (CNNs) leverage mathematical filters (kernels) to perform convolution operations on input data. These filters apply linear transformations that extract features like edges, textures, and patterns,