Face Recognition Door Lock System Using Raspberry Pi Code
In this tutorial you are going to learn how to build a facial recognition based door lock using a raspberry pi.
Face recognition door lock system using raspberry pi code. This design of a facial recognition door lock should not be implemented to protect and lock anything of value or a home. This system is powered by raspberry pi circuit. Use the below command to install the dlib. Circuit diagram of the face recognition system using raspberry pi.
This project was part of the embedded system design course and uses face recognition to control a servo lock. Raspbian is a linux based. Face detection and data gathering. Face images are captured through raspberry pi camera and stored in a database in raspberry pi.
The face recognition has been done using the eigenfaces algorithm principle component analysis or pca and implemented using the python api of opencv. The project will consist of three phases. This system is used door lock access for residential and commercial purposes. Here we have designed a highly secured door locking system by using raspberry pi 10.
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. Raspberry pi opencv python face recognition lock introduction. The operating system used for raspberry pi is raspbian as it is open source anyone can use. The purpose of this tutorial is show how to add facial recognition to raspberry pi projects.
In this proposed door access system by using face recognition the images are stored in a data base. Eigenface was used the feature extraction while principal. A very simple hack of holding a photo of a whitelisted user up to the camera will unlock the door. 4 1 raspberry pi raspberry pi rp is an arm based single the third generation raspberry pi 3 it has broadcom bcm2837 64bit arm cortex a53 quad core processor soc running at 1 2ghz and 1gb ram.
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. Before diving into the code let s connect the solenoid lock with the raspberry pi. In this paper we 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.