0% completed

All LessonsFree Lessons (5)

Introduction

Course Overview Face Technologies A Walk through Top Python Libraries for Face Analysis Quiz: Face Technology Basics

Core Functions

Face Detection Face Landmarking Using Dlib Face Landmarking Using Mediapipe Delaunay Triangulation of Facial Landmarks Face Alignment Quiz: Core Functions

Project

Face Detection Using Dlib and DNN in OpenCV

Predictive Analytics

Age Prediction Gender Prediction Emotions Prediction Race Prediction Beauty Prediction Quiz: Predictive Analytics

Manipulation Functions

Recognizing Eyes Color

Calculate Eyes Open Ratio

Detect Eyeglasses

Recognizing Lips Color

Detect Skin Tone

Detect Hair Color

Drawing Face Filter

Cartoonify a Face

Add Virtual Glasses

Change or Remove Backgrounds

Expand Facial Features

Detect Face Shape

Automatically Colorize Face Photos

Add AR Effects to Faces

Quiz: Manipulation Functions

Virtual Makeover Functions

Introduction Change Lip Color Reshape Eyebrows Draw Eyeliner on the Eyes Applying Blush Change Hair Colors Quiz: Virtual Makeover Functions

Face Recognition

Introduction Face Encoding Face Matching Using the Manhattan Distance Algorithm Face Matching Using the Euclidean Distance Algorithm Quiz: Face Recognition

Conclusion

Appendices

Appendix A: External Python Libraries Appendix B: Setup of Dependencies

Analyzing and Transforming Faces in Python/

...

/

Quiz: Manipulation Functions

Quiz: Manipulation Functions

Test your knowledge.

We'll cover the following...

Technical Quiz

1.

Which technique is used to conceal faces in digital images?

A.

Face cartooning

B.

Face blurring

C.

Face morphing

D.

Face swapping

1 / 9