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Starts 8 June 2025 14:43
Ends 8 June 2025
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From Seeing to Doing: Ascending the Ladder of Visual Intelligence
Explore the evolution of visual intelligence with Dr. Fei-Fei Li as she discusses the progression from perception to action in AI systems, drawing from her extensive research and industry experience.
UC Berkeley EECS
via YouTube
UC Berkeley EECS
2544 Courses
1 hour 20 minutes
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Overview
Explore the evolution of visual intelligence with Dr. Fei-Fei Li as she discusses the progression from perception to action in AI systems, drawing from her extensive research and industry experience.
Syllabus
- Introduction to Visual Intelligence
- Historical Perspective on Visual Perception
- Biological Inspiration in Visual Intelligence
- Perception in AI: From Image Recognition to Semantic Understanding
- Actionable Insights: From Understanding to Decision-Making
- Current Challenges and Emerging Trends
- Dr. Fei-Fei Li's Contributions to Visual Intelligence
- Case Studies and Applications
- The Future of Visual Intelligence
- Conclusion
Overview of Visual Intelligence
Importance in AI Systems
Evolution of Visual Processing in AI
Key Milestones and Innovations
Human and Animal Vision Systems
Translating Biological Insights to AI
Image Classification and Object Detection
Advancements in Semantic Segmentation
Bridging Perception with Action in AI
Integrative Approaches to Perception and Control
Handling Ambiguity and Uncertainty in Visual Understanding
Real-time Processing and Scalability
Key Research and Developments
Impact on Industry and AI Community
Practical Implementations in Robotics
AI in Autonomous Vehicles and Healthcare
Potential Breakthroughs and Directions
Ethical and Societal Implications
Recap of Key Learnings
Open Questions and Future Exploration Paths
Subjects
Computer Science
