Machine Learning in Graphics

Machine learning in graphics involves using computer algorithms that learn from data to automatically generate or improve visual content. Instead of manually creating every detail, these systems identify patterns and make predictions, enabling realistic rendering, image enhancement, or animation. For example, machine learning can help generate realistic textures, upscale low-resolution images, or animate characters efficiently. It allows graphics to become more immersive, accurate, and faster to produce by leveraging data-driven insights. Overall, it enhances creative workflows and achieves visual effects that would be difficult or time-consuming to do manually.