Image Generation refers to the process of creating new images from scratch using machine learning algorithms. Techniques such as Generative Adversarial Networks (GANs) and diffusion models are used to generate realistic and diverse images by learning from existing data. This technology has applications in areas like art creation, data augmentation, and visual content generation.