kcsmta/KDD_FaceRecogService

Funny Face Recognition Service

The project was created on a tedious April night in just 3 hours. And we decided to call it Funny Recognition Service.

Table of contents

• Introduction
• Installation
• Usage
• Contact
• Acknowledments

Introduction

We develop a simple face recognition service that runs on Jetson Nano board which can perform some simple tasks like face detection and face recognition automatically. User can upload an image which contains only one face to service and receive ID number equivalent to the face. The process of system is shown below:

All source code are available to run on Jetson Nano board.

Installation

Important Note: This installation is for Linux only. For MacOS/ Windows, please take a look at the detailed instruction of each individual component.

• Python 3.5+ is required.

Ubuntu

1. Clone project

git clone https://github.com/kcsmta/KDD_FaceRecogService.git

2. Run following command:

# Create virtual enviroment
python venv funny-face-recognition-env
# Active virtual enviroment
source funny-face-recognition-env/bin/activate
# Install requirement packages
(venv) pip install -r requirements.txt

Usage

Update soon!

• Get facenet model from this link: https://bit.ly/2yMpY51
• Run service

    python service.py

Contact

We are Khanh Nguyen, Dat Tran, Dan Pham
Project Link: https://github.com/kcsmta/KDD_FaceRecogService

Acknowledments

• MTCNN
• facenet