Introduction to Deep learning Laitec Sharif University of Technology

1. Machine Intelligence
Hamidreza Hosseinkhani
2018

2. ARTIFICIAL INTELLIGENT
● What is AI?
● Thinking Rationally, Acting Rationally, Thinking Humanly, Acting Humanly
● Intelligent Agent
● Expert Systems
● Learning from Experiences
● Machine Learning

3. DATA
● Dataset
● Tagged/Untagged Data
● Machine Learning Algorithms
● Massive Dataset
● Big Data
● Data Mining
● Web Search

4. NEURAL NETWORKS

5. NEURAL NETWORKS

6. Understanding

7. Understanding

8. Deep Learning

9. Why is computer vision hard?

10. Deep Learning Applications

16. Generate New Game Levels

17. Recognize faces in the dark and through walls

18. Deep Painterly Harmonization

19. Front-end development

20. Style Transfer

21. Deep Style

22. Play Board Games

23. Play ATARI Games

24. Estimate solar savings potential

25. Image Generation

26. Self-driving Cars

27. Generate Music

28. Drawing

29. Finding Tiny Faces

30. Learning Lip Sync from Audio

32. Thank You!