from Guide to Skillshare

Computer Vision 101 - Let's Build a Face Swapper

Hello there! Welcome to the resources page for the Skillshare Computer Vision 101: Let's Build a Face Swapper in Python. Here you'll find completed code for the course and additional resources.

« Back to the Skillshare Computer Vision 101 Course

« About the Teacher: Alvin

Lesson 2: What is Computer Vision?

• Slides: Lesson 2 Slides
• Need a quick introduction to AI/ML? See Artificial Intelligence Masterclass: Tools to Master Machine Learning
• Want to learn more about computer vision? Follow me on Skillshare to be the first to be notified when a new course is released!

Lesson 3: Code OpenCV Basics

• Slides: Lesson 3 Slides
• Need a quick introduction to coding in Python? See Coding 101: Python for Beginners

• Part 1 (Test on Image)

  • Create new, editable starter Glitch: Start coding
  • View original, uneditable starter code: Starter code
  • View finished code: Completed code

• Part 2 (Apply to Webcam)

  • Don't know what an "object" or "instantiation" is and want to learn more? See Learn How to Learn Coding Faster: Object-Oriented Programming
  • Create new, editable starter Glitch: Start coding
  • View original, uneditable starter code: Starter code
  • View finished code: Completed code

Lesson 4: How do Face Swaps Work?

• Slides: Lesson 4 Slides

Lesson 5: Code Face Detection

• Slides: Lesson 5 Slides

• Part 1 (Test on Image)

  • Create new, editable starter Glitch: Start coding
  • View original, uneditable starter code: Starter code
  • View finished code: Completed code

• Part 2 (Apply to Webcam)

  • Create new, editable starter Glitch: Start coding
  • View original, uneditable starter code: Starter code
  • View finished code: Completed code

Lesson 6: How do Face Detectors Work?

• Slides: Lesson 6 Slides

• Resources:

  • Official OpenCV tutorial for using the face detector: link Make sure to click on "Python" to see tutorial code in Python.
  • Official OpenCV tutorial for training a face detector: link

Lesson 7: Code Face Swap

• Slides: Lesson 7 Slides

• Part 1 (Test on Image)

  • Create new, editable starter Glitch: Start coding
  • View original, uneditable starter code: Starter code
  • View finished code: Completed code

• Part 2 (Apply to Webcam)

  • Create new, editable starter Glitch: Start coding
  • View original, uneditable starter code: Starter code
  • View finished code: Completed code

Conclusion

Next Steps

• Interested in more machine learning? Follow me on Skillshare to be the first to be notified when a new course is released!
• Interested in creative coding? Check out my VR 101 (Web Dev) class.
• Interested in data science? Check out my SQL 101 (Database Design) or Data 101 (Analytics).

← back to Guide to Skillshare