CVLab COMPUTER VISION LAB

National Tsing Hua University


CS5911 人工智慧書報討論 (AI Seminars)

2021 Fall

Class Meeting:

Instructor:


Course Contents:

  1. Introduction to AI
  2. Machine Learning and AI I (supervised and unsupervised learning)
  3. Machine Learning and AI II (reinforcement learning and deep learning)
  4. Advances in CV - Image understanding & object detection
  5. Application of CV - Business Form processing
  6. Application of CV - Bio-metric access control
  7. Application of CV – Human Tracking
  8. Advances in NLP - The Transformer
  9. Application of NLP - Conversational AI/Assistant
  10. Advances in speech recognition
  11. Application of speech recognition
  12. Application in retail
  13. Application in healthcare
  14. Project presentations

Textbook:

Grading:

Teaching Assistant: