Here’s a great tutorial on how OpenCV.

Time Index:

  • Introduction to Images: 2:17
  • Installations: 4:37
  • Chapter 1: 9:09
  • Chapter 2: 17:01
  • Chapter 3: 27:31
  • Chapter 4: 34:12
  • Chapter 5: 44:59
  • Chapter 6: 50:04
  • Chapter 7: 56:14
  • Chapter 8: 1:15:37
  • Chapter 9: 1:40:31
  • Project 1: 1:46:03
  • Project 2: 2:15:45
  • Project 3: 2:56:34

Siraj Raval explores why does a computer algorithm classify an image the way that it does? This is a question that is critical when it comes to AI applied to diagnostics, driving, or any other form of critical decision making.

In this video, he raises awareness around one technique in particular that I found called “Grad-Cam” or Gradient Class Activation Mappings.