Face Recognition Door Lock System Using Raspberry Pi Code

Face images are captured through raspberry pi camera and stored in a database in raspberry pi.

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. This system is powered by raspberry pi circuit. Dlib is the modern toolkit that contains machine learning algorithms and tools for real world problems. The project will consist of three phases.

This system is used door lock access for residential and commercial purposes. A very simple hack of holding a photo of a whitelisted user up to the camera will unlock the door. Before diving into the code let s connect the solenoid lock with the raspberry pi. Eigenface was used the feature extraction while principal.

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. Circuit diagram of the face recognition system using raspberry pi. The image of your face will get stored in the database. The purpose of this tutorial is show how to add facial recognition to raspberry pi projects.

Here we have designed a highly secured door locking system by using raspberry pi 10. In this paper we proposed a face recognition security system using raspberry pi which can be connected to the smart home system. Before beginning the program for face recognition door lock system using raspberry pi let s install the required packages. Use the below command to install the dlib.

The face recognition has been done using the eigenfaces algorithm principle component analysis or pca and implemented using the python api of opencv. In this proposed door access system by using face recognition the images are stored in a data base. 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. Raspbian is a linux based.

The operating system used for raspberry pi is raspbian as it is open source anyone can use. This design of a facial recognition door lock should not be implemented to protect and lock anything of value or a home. To capture your face image place yourself in front of the pi camera and press pushbutton switch s1. Face detection and data gathering.