Face Recognition Based Door Lock System Using Raspberry Pi
This system is powered by raspberry pi circuit.
Face recognition based door lock system using raspberry pi. We previously used solenoid lock with raspberry pi and also built few projects with pi camera like web controlled raspberry pi surveillance robot iot based smart wi fi doorbell smart cctv. This is an intermediate level tutorial. Circuit diagram of the face recognition system using raspberry pi. Raspbian is a linux based.
So to overcome this drawback we designing a new system with face recognition. This project is based on a microsoft facial recognition door lock project. If not i recommend setting up your raspberry pi and completing some beginning level projects before attempting this one. To capture your face image place yourself in front of the pi camera and press pushbutton switch s1.
The project will consist of three phases. Eigenface was used the feature extraction while principal. Using embedded soc platforms like the raspberry pi and open source computer vision libraries like opencv you can now add face recognition to your own maker. Block diagram of secured room access system controlling unit door lock door lock.
In this tutorial you are going to learn how to build a facial recognition based door lock using a raspberry pi. The authors of 9 proposed a face recognition security system using raspberry pi which can be connected to the smart home system. The image of your face will get stored in the database. Face detection and data gathering.
Face images are captured through raspberry pi camera and stored in a database in raspberry pi. Raspberry pi electronic board is operated on battery power supply wireless internet connectivity by using usb modem it includes camera pir motion sensor and a door. Whenever the person comes in front of the door it recognizes the face and if it is registered then it unlocks the door if the. In the existing system we are using password based door lock system which makes the user memorize password all the time.
Here a solenoid lock and a pi camera will be used with raspberry pi to build this face recognition based door lock system using raspberry pi 3. The operating system used for raspberry pi is raspbian as it is open source anyone can use. Before diving into the code let s connect the solenoid lock with the raspberry pi.