Face Recognition using Python Language
- Offered byUDEMY
Face Recognition using Python Language at UDEMY Overview
Duration | 6 hours |
Total fee | ₹499 |
Mode of learning | Online |
Official Website | Go to Website  |
Credential | Certificate |
Face Recognition using Python Language at UDEMY Highlights
- Certificate of completion
- 18 downloadable resources
- Full lifetime access
- 30-Day Money-Back Guarantee
Face Recognition using Python Language at UDEMY Course details
- All the Graduates working in the Software Industry
- Application Developers for Face Recognition and Artificial Intelligence applications
- Face Recognition is one of the popular domains in Artificial Intelligence having applications in Employee attendance management, Student attendance management, Immigration, Travel Documentation, Surveillance of campuses, and many more
- In this course, we teach an ordinary beginner to develop Python applications for very useful AI applications using Face Recognition
- This course begins with a historical perspective of Face recognition and its importance in the AI-enabled world
- We also give the algorithms used in research for some high-level understanding
- We first write a Python program to read an image and identify all faces in the image
- We explain the concept of face signature
- The next chapter is about developing a program to compute the face signature
- We then write Python programs to read faces and compare the signatures and recognize resemblances
- We explain the process to create a face recognition application using the data
- We write the complete program to recognize the faces of all known people
- We also write a program to recognize faces from the CCTV footage
- We coach the reader to understand the applications of face recognition and motivate them towards developing new applications
- The tests are given at the end of each section help to summarize the understanding to build further in the right understanding
Face Recognition using Python Language at UDEMY Curriculum
Introduction
Introduction to Face Recognition
Introduction to Face Signature
Mathematical Techniques and Algorithms for 2D Face Recognition
Introductory Concepts
Python Face Recognition Library
Python Face Recognition Library - An Introduction
Installation of Python Face Recognition Library
Python Face Recognition Library Quiz
Load Face Image
Load Face Image File
Load Face Image Quiz
Python Image Library (PIL) Tutorial
Python Image Library - A Tutorial
Display Face Images
Display Face Images
Face Detection and Face Locations
Face Detection and Face Locations
Locate Facees and Mark them with rectangle
Writing Text on a Face Image
Group Photo - Locate all Faces and mark each face with a rectangle
Group Photo - Write names on. all the faces
Face Encodings
Face Encodings
Distance Function and Face Resemblance
Distance between Face Images of the same person
Resemblance Detection - Example Program
Resemblance of Mother and Daughter - Example Program
Face Recognition
Face Recognition - Compare Faces method
Face Compare - Sample Program
Python Pandas CSV File
Example Program for Face Recognition
Recognize Face and write the name on the face image
Attendance Recording in a File
Face Recognition Quiz
Project Work - Face Recognition based Employee Attendance Management System
1. Functional Requirements
Design
3 A. Coding fundamentals Capture Photo in the Camera
3 B Coding fundamentals: Atendance Recording in a Text File
3 C Coding Fundamentals: Playing Music / Audio file
4 Coding Module 1 Reference Data Load
5 Coding Module 2 Capture Face Image in Camera
6 Coding Module 3 Face Recognition
7 Coding Module 4 Recording Attendance in a Data File
8 Coding Module 5 Display Attendance Record with photo
9 Coding Module 6: Announcing the Attendance (Audio file)
10 Conclusion
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