About Machine Learning ( Part 8: Convolution Neural Networks )
Convolutional Neural Networks (CNNs) have revolutionized the field of computer vision, enabling significant advancements in image recognition, object detection, and segmentation tasks. This blog will explore the key concepts behind CNNs and their working principles.
What is a CNN?
A Convolutional Neural Network (CNN) is a type of deep learning model specifically designed for processing structured grid data, such as images. Unlike traditional fully connected neural networks, CNNs leverage convolutional layers to capture spatial hierarchies in the data.