(Gate-open-system-using-facial-recognition)
Security systems have suggested various preferred approaches like biometric and password to enhance security. The technology is developing day by day and growing with the usage of different equipments. The trend has been moved from fingerprint to face recognition. So face recognition technique has been utilized in this system for unlocking the gate. Facial recognition technology can be used in various industries and corporate sectors. This is about door unlocking system that mainly uses facial recognition technology. The camera is used to capture the face images and the images are sent to the database. If the image matches with the administration image then gate will be unlocked and an acknowledgement is saved in the database system. If face is not matched, then a warning message will be sent to the admin device, as someone is trying to unlock the gate.
1. Arduino Uno
2. Servo Motor
3. Web Cam
1. Pycharm IDE
PyCharm is an integrated development environment used in computer programming, specifically for the Python programming language. It is developed by the Czech company JetBrains.
a) Django
Django is a high-level Python web framework that encourages rapid development and clean, pragmatic design. Django makes it easier to build better web apps quickly and with less code.
b) OpenCV-python
OpenCV is a library of programming functions mainly aimed at real-time computer vision. Originally developed by Intel.
c) Pyserial
PySerial is a Python API module which is used to read and write serial data to Arduino or any other Microcontroller.
d) Pyttsx 3
Pyttsx 3 is a text-to-speech conversion library in Python. Unlike alternative libraries, it works offline and is compatible with both Python 2 and 3.
2. Arduino IDE
The open-source Arduino Software (IDE) makes it easy to write code and upload it to the board. This software can be used with any Arduino board.
- Servo Motor Signal Pin will be Connected to the arduino PWM Pin Number 9. The 5V pin will be connected to Arduino 5v pin and Ground pin will be connected to Arduino Ground pin. Arduino must be connected to PC through arduino Cable.
- At first the python code will be write on any of the python IDE than arduino_code will be uploaded to arduino Uno board using arduino IDE.
- Run the command
python manage.py runserveron pycharm terminal
- Open starting development server URL
- Home UI
- Log In UI
Username: aswinbkk
Password: aswinbkk
- Dashboard UI
- Add new face instructions, it will collect the sample pictures
- Confirm face instructions, it will start the webcam and take pictures. If the picture match with database upto 83% then it will send a signal to the arduino and arduino will drive the servo motor, gate will be open for 5 seconds.
- Our team
python manage.py runserver
python manage.py migrate
python manage.py createsuperuser
Get-ExecutionPolicy -List
Set-ExecutionPolicy Unrestricted
This project is currently implemented in small scale structures such as household .It can be widely installed for large scale purposes like gates of institutions ,factories, large organisational structure etc. to provide higher security . It can completely reduce manpower in the future . Use of higher facial features recognition in biometrics technology can be included . The technology can be mapped into mobiles phones and other easy to use technologies which will contribute to future scopes and improvements.
In this proposed gate access system by using the face recognition technology the images are stored in a database. This system is used door lock access for Residential purposes and Commercial Purposes. Here we have designed a highly secured gate locking system by using webcam. This paper concludes the advanced implements in the face recognition process in various places. The main purpose of the project to ensure security at the low cost.
- Aswin BKK license
- Copyright 2022 © Aswin BKK.