GitHub - wiseaidev/Face-Recogntion-Detection: Face Recognition/Detection (image/video) using skin tone threshold algorithm, haar cascade for face detection and LBPH for face recognition. It also implements the concept of multithreaded server with multiple clients.

Face Recognition

This project implements a face detection algorithm using skin segmentation RGB-YCrCb-HSV, viola jones and face recogition using LBPH method. For more information about :

Face Recognition Based On LBPH, Please Click Here
Haar Cascade Classifiers in OpenCV Explained Visually, Please Click Here
Local Binary Pattern Algorithm, Please Click Here
Face Detection Using Skin Tone Threshold(RGB-YCrCb), Please Click Here
Face Recognition, Socket Programming, And Multithreading In Python, Please Click Here

Name		Name	Last commit message	Last commit date
Latest commit History 23 Commits
Haar_Cascades		Haar_Cascades
dataset		dataset
images		images
output_images		output_images
output_video		output_video
videos		videos
.gitignore		.gitignore
Client.py		Client.py
Haar_Visualize.py		Haar_Visualize.py
LBP.py		LBP.py
LICENSE		LICENSE
Performance_Test.py		Performance_Test.py
README.md		README.md
Recognize.py		Recognize.py
Server.py		Server.py
TODO.txt		TODO.txt
Thread_Server.py		Thread_Server.py
Train.py		Train.py
_config.yml		_config.yml
client.py		client.py
face_detect.py		face_detect.py
feature_lbp.py		feature_lbp.py
server.py		server.py
skin_seg.py		skin_seg.py
train.yaml		train.yaml
users_name.txt		users_name.txt

License

wiseaidev/Face-Recogntion-Detection

Folders and files

Latest commit

History

Repository files navigation

Face Recognition

About

Topics

Resources

License

Stars

Watchers

Forks

Languages