vikaskumareinstein / facial-recognition Goto Github PK

#facial-recognition

In this project we are going to implement face detection and facial recognition on Raspberry pi(3B+,4). This project is inspired by the facial recognition blog of Adrian Rosebrock.I have implemented some modification and included the link to youtube video here. Raspberry pi 4 for project setup = https://youtu.be/HPQk-gDUrmM
Raspberry pi 3 B+ for project setup = https://youtu.be/P-zxX5KVNBQ
Implementation video of face-detection and recognition = https://youtu.be/Rh830m18dFc

For the initial setup of raspberry pi(3/3B+/4) read the prerequisites.txt and then install the dependency as written in dependencies.txt.After installing all the dependencies run the terminal and put your compressed image(whatsapp compression works better->70-100KB images) in the dataset folder with you name as the name of the folder.

** git clone the repository in any folder,unzip it and then navigate to /facial-recognition/ Now run these in your terminal: for training on your image-python3 encode_faces.py --dataset dataset --encodings encodings.pickle --detection-method hog using hog detection method. for running the script and detecting your image in live video stream -python3 pi_face_recognition.py --cascade haarcascade_frontalface_default.xml --encodings encodings.pickle

Enjoy your face-detection and recognition system.