CNN Architecture

A CNN (Convolutional Neural Network) is a type of artificial intelligence model designed to process visual data. It mimics how the human brain analyzes images by breaking them down into smaller parts and identifying patterns, like edges or textures. The CNN has layers: convolutional layers that scan the image for features, pooling layers that reduce detail to focus on important parts, and fully connected layers that interpret these features to recognize objects or classify images. This structure makes CNNs highly effective for tasks like image recognition, medical diagnosis, and more.