Image recognition identifies what's in a picture, like spotting a cat or car. Image classification takes it further, labeling the image as a specific class (Siamese cat, Toyota Camry). Both use deep learning to analyze massive datasets, enabling applications like self-driving cars, medical diagnosis, and personalized shopping experiences.