Convolutional Neural Networks

Convolutional Neural Networks (CNNs) are specialized deep learning architectures designed primarily for processing grid-like data such as images. They use convolutional layers that apply filters to detect patterns and features, significantly reducing the number of parameters compared to traditional neural networks. CNNs have revolutionized computer vision tasks including image classification, object detection, and facial recognition.