Face Recognition with Eigen Face

Tugas Besar IF2123 Aljabar Linier dan Geometri

Tech Stack

• Python
• Numpy
• OpenCV
• Tkinter
• Pillow

Understanding

• EigenFace Algorithm
  • Eigen Value
  • Eigen Vector
  • Covarian Matrix
• Euclidean Distance

How to run program?

Prerequisites

• Python 3.X
• pip
• Numpy library installed
• OpenCV library installed
• Tkinter library installed
• Pillow library installed

Run

• Make sure current directory Algeo02-21046
• Run command py src/gui.py

Install Libraries

• pip install numpy
• pip install opencv
• pip install tkinter
• pip install Pillow
• pip install imutils

Program Interface

Project Directories

Algeo02-21046
│   README.md
│
├───doc
│       Algeo02-21046.pdf
│
├───external
│       border.png
│       camera.jpg
│       gui.jpg
│       kelompok.jpg
│       logo.ico
│
├───src
│       configImages.py
│       function.py
│       gui.py
│
└───test
    │
    ├───TestingImg
    │   │
    │   ├───IF21
    │   │
    │   └───Kaggle
    │
    └───TrainingImg
        │
        ├───IF21
        │
        └───Kaggle(Selected)

Video Link

https://youtu.be/LLFpKsNfvZw