- 01. Filters and Finding Edges
- 02. Frequency in Images
- 03. Notebook: Fourier Transforms
- 04. Quiz: Fourier Tranform Image
- 05. High-pass Filters
- 06. Quiz: Kernels
- 07. Creating a Filter
- 08. Gradients and Sobel Filters
- 09. Notebook: Finding Edges
- 10. Low-pass Filters
- 11. Gaussian Blur
- 12. Notebook: Gaussian Blur
- 13. Notebook: Fourier Transforms of Filters
- 14. Convolutional Layer
- 15. Canny Edge Detector
- 16. Notebook: Canny Edge Detection
- 17. Shape Detection
- 18. Hough Transform
- 19. Quiz: Hough Space
- 20. Hough Line Detection
- 21. Notebook: Hough Detections
- 22. Object Recognition & Introducing Haar Cascades
- 23. Haar Cascades
- 24. Notebook: Haar Cascade Face Detection
- 25. Face Recognition and the Dangers of Bias
- 26. Beyond Edges, Selecting Different Features