Real-time image or video enhancement is achieved using computer vision technologies. These systems utilize advanced algorithms, including machine learning and image processing, to modify, improve, or optimize visual content as it is being captured or transmitted. Applications can range from augmented reality overlays to automatic filters in photography and video streaming. The ability to process and enhance visual data instantly opens new possibilities in various sectors, including entertainment, healthcare, and security.