Overview
Explore the evolution of visual intelligence and its impact on AI development in this thought-provoking lecture by Dr. Fei-Fei Li, a distinguished professor from Stanford University. Delve into the fascinating journey of vision from prehistoric animals to human intelligence, and discover how this ancient sensory function has become a cornerstone in building intelligent machines. Learn about innovative projects that aim to develop intelligent visual machines using machine learning and deep learning methods, inspired by neuroscience and cognitive science. Examine the limitations of human visual attention and how computer algorithms can enhance our perception. Consider important social and ethical implications of AI in visual computing, including privacy concerns and data bias. Gain insights into the potential of AI to augment human capabilities through examples of ambient intelligence in healthcare and household robots. Discover the interdisciplinary approach of Stanford's Institute for Human-centered AI (HAI) and its impact on developing AI from a human-centered perspective.
Syllabus
What we see and what we value: AI with a human perspective: Fei-Fei Li (Stanford University)
Taught by
Paul G. Allen School