거대 인공지능 모델 시대에 스타트업의 차별화 방향 - AI 모델 경량화 기술을 중심으로

Learn about AI model optimization strategies for startups in this 23-minute conference talk from SK TECH SUMMIT 2023. Explore how startups can differentiate themselves in the era of large language models despite infrastructure limitations. Discover edge AI technologies and model compression techniques that enable high performance on low-powered devices, with a focus on real-time object recognition in wearable AI cameras. Gain insights into developing lightweight neural networks that minimize computational requirements and battery consumption while maintaining competitive recognition performance. Speaker Jin-wook Kim from Tuat (K-AI Alliance) shares his experience developing Sullivan Plus and discusses practical approaches for startups to compete effectively in the AI landscape through specialized technological innovations.