https://github.com/balavenkatesh3322/face_unlock

We can lock and unlock our Ubuntu system using face recognition(currently only on Ubuntu).
https://github.com/balavenkatesh3322/face_unlock

computer-vision face-recognition lockscreen numpy opencv os python3 security-automation ubuntu

Last synced: 4 days ago
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We can lock and unlock our Ubuntu system using face recognition(currently only on Ubuntu).

• Host: GitHub
• URL: https://github.com/balavenkatesh3322/face_unlock
• Owner: balavenkatesh3322
• Created: 2020-06-18T08:56:56.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2020-08-03T01:24:11.000Z (over 4 years ago)
• Last Synced: 2024-08-06T03:02:18.351Z (3 months ago)
• Topics: computer-vision, face-recognition, lockscreen, numpy, opencv, os, python3, security-automation, ubuntu
• Language: Python
• Homepage:
• Size: 24.1 MB
• Stars: 56
• Watchers: 7
• Forks: 22
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Lock/Unlock Ubuntu OS 

## Introduction

We can lock and unlock our Ubuntu system using face recognition(currently only on Ubuntu). 

## Article about implementation

[Automatically Locking & Unlocking Ubuntu with Computer Vision Using a Human Face!!!](https://medium.com/p/automatically-locking-unlocking-ubuntu-with-computer-vision-using-a-human-face-db35cbe312f7?source=email-7d2dbe2d619d--writer.postDistributed&sk=b7d25089643c2c719eb6e36aecfef085)

## Demo

![Demo video](demo.gif)

## Requirements

Install below the required library in your local machine.

1) python 3.7

2) opencv 4.1.0

3) numpy 

4) face-recognition

5) sudo apt-get install gnome-screensaver

6) sudo apt-get install xdotool

## Quick Start

I have used three python files to solve this issue.

1) **face_generate.py**

 This will detect your face and save it in the dataset folder then the new folder will create with your name.

 

2) **face_train.py**

 This python file will open the dataset folder and take your image from that and train your face using the K-nearest neighbor algorithm and face_recognition library.

 

3) **face_unlock.py**

 This is an important python file that will detect your face using the webcam and unlock the system.

## Having problems?

If you run into problems, Please feel free to connect me on [Linkedin](https://www.linkedin.com/in/bala-venkatesh-67964247/) and [Twitter](https://twitter.com/balavenkatesh22)

## Contributing

Code contributions are also very welcome. feel free to open an issue for that too.

To do:

- [ ] Support Windows and Mac OS.

- [ ] Train face using browser(UI).

- [ ] Increase performance and speed.