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face-recognition's Introduction

face-recognition

Description

face detection and recognition module with opencv , mediapipe, and deepface packages. User Interface were created using Tkinter.

Getting started

Python version : python 3.7

Step 1: Installation with requirements:

$ git clone https://github.com/tan800630/face-recognition.git
$ cd face-recognition
$ pip install -r requirements.txt

You can also installed required packages with the following commands.

$ pip install deepface==0.0.73
$ pip install mediapipe==0.8.10

Step 2: Download SSD model configuration/weights and move into "./models/opencv_face_detector/"

Step 3: Put some facial image into "./img/database" folder (there's already one sample image in database)

  • note : make sure the images in database folder are clear-cropped faces.

Basic usage

python main.py

To Do

  • apply more face detection and recognition methods.
  • configuration of UI
  • tools for face-cropping (to those who want to create database but without face-only images)

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