Image classification is a fundamental task in computer vision that involves assigning an input image to one or more predefined categories or labels. By analyzing visual features such as color, shape, and texture, AI models determine the most appropriate category, enabling applications like object recognition, facial identification, and scene analysis to interpret and organize visual data effectively.