Diving Deep into CNNs: Optimization and Regularization
Introduction to CNN Optimization and Regularization Convolutional Neural Networks (CNNs) have become the backbone of modern machine learning applications, especially in the realms of image recognition, video analysis, and natural language processing. At their core, CNNs utilize layers of convolutional filters to extract and learn features from input data, making them exceptionally good at identifying … Read more