How CNNs Learn to See: A Beginner-Friendly Guide

Dev.to AI
Machine Learning Computer Vision

Humans don’t inspect every pixel of an image. We notice edges, colors, and shapes quickly. A Convolutional Neural Network (CNN) works similarly. This guide explains CNNs in simple terms using a cat photo example. What is a CNN? A CNN (Convolutional Neural Network) is a deep learning model built for image data.