Advances in AI technology for improved object detection and classification

Stability diffusion-based deep generative replay (SDDGR) is a novel AI technology developed by Professor Seungryul Baek's research team. It enables AI systems to learn new information while preserving existing knowledge, addressing the limitations of previous class incremental learning (CIL) technology in recognizing and classifying multiple objects in an image. SDDGR generates high-quality images and maintains prior knowledge through iterative processing, enhancing accuracy when processing new data.

SDDGR technology is particularly effective in smart home appliances, robotics, medical fields, and self-driving cars23. In self-driving cars, it enables accurate recognition of road objects and safe driving. In a security context, it can detect intruders and trigger prompt alerts.