/Face_Recognition_System

Primary LanguagePython

FaceNet and MTCNN based Face Recognition System

[TOC]

Intruduction of the file structure

  • main you should run the demo here.

  • Detection & train_models & data The file about MTCNN, you dont need to focus on both of the two files.

  • facenet The Facenet model file.

  • face_data The picrures of face you should save in this file.

How to use this system?

If you want to add your own face_data

Just put the picture into the file face_data in jpg format. And then come to the directory main and run python update_face_data.py.

If you want to test the camera

cd main & python camera_test.py

If you wang to test the video

cd main & python tkinter_demo.py [video_path]

You can download the model here

https://drive.google.com/file/d/1BxeoBI4IbvZ2wMx_YA0zxQdD5hEIjJtJ/view?usp=sharing

And put the file to facenet/models/

Show the demo

The system will only check the biggest face on the frame