Understanding CNN Layers: Convolution, Pooling, and Fully Connected Layers
Introduction Convolutional Neural Networks (CNNs) have revolutionized the field of machine learning, particularly in tasks involving image recognition, classification, and analysis. At the heart of their success is the unique architecture that mimics the human visual cortex, enabling these networks to extract and learn hierarchical patterns in data. This article aims to demystify the core … Read more