- 01. Intro to Pattern Recognition
- 02. Emotional Intelligence
- 03. Computer Vision Pipeline
- 04. Training a Model
- 05. Separating Data
- 06. AffdexMe Demo
- 07. Image Formation
- 08. Images as Grids of Pixels
- 09. Notebook: Images as Numerical Data
- 10. Color Images
- 11. Color or Grayscale?
- 12. Notebook: Visualizing RGB Channels
- 13. Color Thresholds
- 14. Coding a Blue Screen
- 15. Notebook: Blue Screen
- 16. Notebook: Green Screen
- 17. Color Spaces and Transforms
- 18. Notebook: Color Conversion
- 19. Day and Night Classification Challenge
- 20. Notebook: Load and Visualize the Data
- 21. Labeled Data and Accuracy
- 22. Distinguishing Traits
- 23. Features
- 24. Standardizing Output
- 25. Notebook: Standardizing Day and Night Images
- 26. Average Brightness
- 27. Notebook: Average Brightness Feature Extraction
- 28. Classification
- 29. Notebook: Classification
- 30. Evaluation Metrics
- 31. Notebook: Accuracy and Misclassification
- 32. Review and the Computer Vision Pipeline