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2020-2-capstone-design2
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2014104149
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Authored by
Graduate
2020-11-10 11:42:26 +0900
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[
![License: MIT
](
https://img.shields.io/badge/License-MIT-yellow.svg
)
](https://opensource.org/licenses/MIT)
# Topic
**얼굴 인식 전자 출결 시스템(캡스톤1에서 발전시킬 예정)**
# Team
-
정해갑(컴퓨터공학과, 2014104149)
# Hardware
-
server: IBM Cloud(2 vCPU | 4 GB | Ubuntu 18.04.4 LTS)
-
client: (i7-7700HQ | 16 GB | Windows)
# License
-
pytorch(https://github.com/pytorch/pytorch)
-
facenet(https://github.com/davidsandberg/facenet)
-
facenet-pytorch(https://github.com/timesler/facenet-pytorch)
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VGGFace2(http://www.robots.ox.ac.uk/~vgg/data/vgg_face2)
-
NodeJS(https://nodejs.org)
-
OpenCV(https://opencv.org)
-
MySQL(https://www.mysql.com)
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PyMySQL(https://github.com/PyMySQL/PyMySQL)
# Usage
## Server
### Configuration
-
uri configuration is required in server/server.py
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database setting: create database and table with DB/SQL
### Required
-
required hardware: upper 2GB memory, upper 3.5GHz CPU or CUDA GPU (for realtime system)
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required software: Python(>3.6.5), MySQL
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required python module: pytorch, asyncio, websockets, pymysql
### Start
-
python3 server/server.py & npm start --prefix webserver/myapp &
## Client
### Configuration
-
uri configuration is required in client/client.py, register/register.py
### Required
-
required hardware: webcam, upper 200MB memory (when processing resolution is 640x480), 3.0GHz CPU or CUDA GPU (for realtime system)
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required software: Python
-
required python module: pytorch, opencv-python, asyncio, websockets
### Start
-
execute register/register.py
-
execute client/client.py
# Usage
## 추가 예정
-
....
# Demo
## Register
![
register
](
https://drive.google.com/u/0/uc?id=1W0Gga_3kOrK_t2C4bkYqFfz2GPYH7pvK&export=download
)
...
...
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