abhishek12234/face-recognition-with-face-updation-using-nvidia-jetson-nano

Face-Recognition-With-Face-Updation-using-Nvidia-Jetson-Nano

Facial-Recognition-with-Face-Record-Updation

This is a Facial-recognition project which will also Update Face record

Benefits -

As we all know that many Machine-Learnig based project reqiures altest 2-3 similar kind of images to train & of course a lot of time to train all the things BUT here it requires just one good* image of the person and thats all needed for recognition.

This Project Uses:-

Language --> Python=3.8 System --> Nvidia Jetson-nano Operating System --> Ubuntu CSI-Camera (USB Camera is also Perfect)

Prerequisite Libraries / Packages

1. face_recognition install using - pip install face_recognition import using - import face_recognition

2. cv2 install using - pip install opencv-python import using - import cv2

3. os install using - "Usually Preinstalled" import using - import os

4. pandas install using - pip install pandas import using - import pandas as pd / import cvlib

5. datetime install using - pip install datetime import using - from datetime import datetime

6. tkinter install using - pip install tinkter import using - from tkinter import *

7. tesorflow 2.0 (If GPU is used Verson of CUDA can create exceptions, so try to install the same version on tensorflow_gpu) install using - pip install tensorflow (For GPU users use - pip install tensorflow_gpu import using - import tensorflow as tf

8. numpy install using - pip install numpy import using - import numpy as np

9. Harcascade (for Frontal face) download using file give haarcascade_frontalface_default.xml

Important Functuions used

1. "update" : This function is used to update face records

2. "facee" : Use to recognize face of the person in the frame

3. "name" : this function provide security while updation new face in model by asking username and password from the user.