Graduate

Make README.md

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1 +[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
2 +# Topic
3 +**얼굴 인식 전자 출결 시스템(캡스톤1에서 발전시킬 예정)**
4 +
5 +# Team
6 +- 정해갑(컴퓨터공학과, 2014104149)
7 +
8 +# Hardware
9 +- server: IBM Cloud(2 vCPU | 4 GB | Ubuntu 18.04.4 LTS)
10 +- client: (i7-7700HQ | 16 GB | Windows)
11 +
12 +# License
13 +- pytorch(https://github.com/pytorch/pytorch)
14 +- facenet(https://github.com/davidsandberg/facenet)
15 +- facenet-pytorch(https://github.com/timesler/facenet-pytorch)
16 +- VGGFace2(http://www.robots.ox.ac.uk/~vgg/data/vgg_face2)
17 +- NodeJS(https://nodejs.org)
18 +- OpenCV(https://opencv.org)
19 +- MySQL(https://www.mysql.com)
20 +- PyMySQL(https://github.com/PyMySQL/PyMySQL)
21 +
22 +# Usage
23 +## Server
24 +### Configuration
25 +- uri configuration is required in server/server.py
26 +- database setting: create database and table with DB/SQL
27 +
28 +### Required
29 +- required hardware: upper 2GB memory, upper 3.5GHz CPU or CUDA GPU (for realtime system)
30 +- required software: Python(>3.6.5), MySQL
31 +- required python module: pytorch, asyncio, websockets, pymysql
32 +
33 +### Start
34 +- python3 server/server.py & npm start --prefix webserver/myapp &
35 +
36 +## Client
37 +### Configuration
38 +- uri configuration is required in client/client.py, register/register.py
39 +
40 +### Required
41 +- required hardware: webcam, upper 200MB memory (when processing resolution is 640x480), 3.0GHz CPU or CUDA GPU (for realtime system)
42 +- required software: Python
43 +- required python module: pytorch, opencv-python, asyncio, websockets
44 +
45 +### Start
46 +- execute register/register.py
47 +- execute client/client.py
48 +
49 +# Demo
50 +## Register
51 +![register](https://drive.google.com/u/0/uc?id=1W0Gga_3kOrK_t2C4bkYqFfz2GPYH7pvK&export=download)
52 +## Attendance Checking
53 +![AttendanceChecking](https://drive.google.com/u/0/uc?id=1w792KtUdWi0q11sRTjY4Xl_c97hjonN8&export=download)
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