This one-stop course provides students with well-rounded guidance at the forefront of face analysis, manipulation, and recognition technologies using Python.
Beginner
50 Lessons
15h
Certificate of Completion
This one-stop course provides students with well-rounded guidance at the forefront of face analysis, manipulation, and recognition technologies using Python.
AI-POWERED
AI-POWERED
This course includes
This course includes
Course Overview
Face analysis technology is a rapidly growing biometric software discipline with wide-ranging applications in surveillance, forensics, game design, and social media. As with other machine learning domains, Python has several libraries for computer vision, image analysis, and pattern recognition that make it ideal for facial analysis. This course is a hands-on introduction to facial recognition with three unique libraries—MediaPipe, Dlib, and DeepFace. You’ll start with face detection, landmarking, and face...Show More
TAKEAWAY SKILLS
Python
Machine Learning
Deep Neural Networks
What You'll Learn
A strong understanding of the basics of facial recognition
A working knowledge of three unique machine learning libraries: MediaPipe, Dlib, and DeepFace
A deep familiarity with common facial analysis techniques using Python
The ability to use deep neural networks to identify age, gender, race, and emotion from facial expressions
The ability to apply various artistic effects to faces
A complete perspective on facial recognition models and the tools to build a multifaceted model to common facial analysis tasks
Hands-on experience with Python, MediaPipe, Dlib, and DeepFace for facial analysis
What You'll Learn
A strong understanding of the basics of facial recognition
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Course Content
Introduction
Core Functions
Predictive Analytics
Manipulation Functions
Virtual Makeover Functions
Face Recognition
5 Lessons
Conclusion
1 Lesson
Course Author
Trusted by 1.4 million developers working at companies
Anthony Walker
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Evan Dunbar
ML Engineer
Carlos Matias La Borde
Software Developer
Souvik Kundu
Front-end Developer
Vinay Krishnaiah
Software Developer
Eric Downs
Musician/Entrepeneur
Kenan Eyvazov
DevOps Engineer
Souvik Kundu
Front-end Developer
Eric Downs
Musician/Entrepeneur
Anthony Walker
@_webarchitect_
Evan Dunbar
ML Engineer
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