Image Representation & Classification
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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
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07. Image Formation
Image Formation
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