/Face-Recognition-system

Face Recognition system built using OpenCV and python. Face detection, registration, and recognition are the major components of the whole system.

Primary LanguagePython

Face-Recognition

This project is running as live video stream which will capture a video through webcam and face will be detected.
And through further processing the images will be converted to an .yml files and on that the recognition task will be done.

Here the projects description is done :
1.face_dataset file uses computer vision for face detection using haarcascade xml file of face, the video is captured and images are stored in folder.
This file also takes the name of user so that at time of recognition the user is recognised by its name.

2.face_labelsfile uses some pyhon library to perform some file reading the dataset which we got are then labelled here and a trainer.yml file is created which consist of
labels for users.

3.face_predict file recognizes the user with some percantage of being true.Here the Computer vision face recognizer i.e.LBPHFaceRecognizer was used to recognize different users

4.face-recognition-sytem file is comnbined code of all 3 files which perform all the three task in single file

Here are some pictures you will be seeing for your dataset folder and your detected and recognised face.