Meet The Past(MTP)

주제 소개

Meet The Past

찢겨지고 구겨진 추억의 이미지가 있으신가요? 누군가의 기억과 가까운 모습으로 추억을 되살려드리겠습니다.

사진을 원형에 가까운 모습으로 복구해드리는 서비스를 이용해보세요

소프트웨어 아키텍처

기술스택

⚡ Tech Stack

- Frontend: React, typescript, redux
- Backend : Django, Django-Rest-FrameWork
- Web Server: Nginx
- WSGI: Gunicorn
- Database: postgreSql
- AI : pytorch, dlib, OpenCV
- DB : postgresql
- Deployment: Docker, AWS EC2, AWS S3
- API Test : Postman
- API Documentation : Swagger
- monitoring : prometheus, grafana

Frontend	Backend	AI	DevOps	Other

4. 실행 방법

Yarn 패키지 설치

git clone --recursive https://github.com/Meet-the-past/docker.git

cd docker/frontend
yarn

AI module 설치 (AI)

cd ../backend
mkdir ai
cd ai

cd Face_Enhancement/models/networks/
git clone https://github.com/vacancy/Synchronized-BatchNorm-PyTorch
cp -rf Synchronized-BatchNorm-PyTorch/sync_batchnorm .
cd ../../../
cd Global/detection_models
git clone https://github.com/vacancy/Synchronized-BatchNorm-PyTorch
cp -rf Synchronized-BatchNorm-PyTorch/sync_batchnorm .
cd ../../
Download the landmark detection pretrained model

cd Face_Detection/
wget http://dlib.net/files/shape_predictor_68_face_landmarks.dat.bz2
bzip2 -d shape_predictor_68_face_landmarks.dat.bz2
cd ../
Download the pretrained model, put the file Face_Enhancement/checkpoints.zip under ./Face_Enhancement, and put the file Global/checkpoints.zip under ./Global. Then unzip them respectively.

cd Face_Enhancement/
wget https://github.com/microsoft/Bringing-Old-Photos-Back-to-Life/releases/download/v1.0/face_checkpoints.zip
unzip face_checkpoints.zip
cd ../
cd Global/
wget https://github.com/microsoft/Bringing-Old-Photos-Back-to-Life/releases/download/v1.0/global_checkpoints.zip
unzip global_checkpoints.zip
cd ../../../../

Docker Start

docker-compose -f docker-compose.prod.yml up -d --build

5. 페이지 및 기능 소개

[회원가입 & 로그인]

[메인 페이지]

[이미지 업로드]

[결과 페이지]

[히스토리 페이지]

[반응형 CSS 적용]

6. 팀원

Name	정태원	김건혁	이채현	박성빈	박수연	장아령
Profile
Role	Team Leader, Frontend, Backend, Devops	Backend,Devops	Frontend	Backend,Devops	Backend,Devops	Backend, Devops
gitHub	teawon	Hyeok	@chloe	@SeongbinPark	@PARK-Su-yeon	@aristo0922

7. Reference

https://github.com/microsoft/Bringing-Old-Photos-Back-to-Life

https://medium.com/@dkfud2121/meet-the-past-mtp-9f3df63c4217