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| 1 | -[](https://opensource.org/licenses/MIT) | ||
| 2 | # Topic | 1 | # Topic |
| 3 | **얼굴 인식 전자 출결 시스템(캡스톤1에서 발전시킬 예정)** | 2 | **얼굴 인식 전자 출결 시스템(캡스톤1에서 발전시킬 예정)** |
| 4 | 3 | ||
| 5 | # Team | 4 | # Team |
| 6 | - 정해갑(컴퓨터공학과, 2014104149) | 5 | - 정해갑(컴퓨터공학과, 2014104149) |
| 7 | 6 | ||
| 8 | -# Hardware | 7 | +# Usage |
| 9 | -- server: IBM Cloud(2 vCPU | 4 GB | Ubuntu 18.04.4 LTS) | 8 | +## 추가 예정 |
| 10 | -- client: (i7-7700HQ | 16 GB | Windows) | 9 | +- .... |
| 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 | 10 | # Demo |
| 50 | ## Register | 11 | ## Register |
| 51 |  | 12 |  | ... | ... |
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