HyeongshinYoon / OpenSource_2020

OpenSource_Contest_2020

Introduction

• Promo Video

• Demo Video

• Members
  KangsanKim07
  totolacky
  HyeongshinYoon

• Usage Languages
  Front-end: Vue.js
  Back-end: Flask
  DB: Firebase
  Etc: OpenCV, Pytorch, Tensorflow

Directory Structure

OpenSource_Contest_2020
|- ownmodel_front
|- ownmodel_back
    |- app.py
    |- cp_viton
    |- face_crop
    |- face_swap
    |- data

Implementation

• Environments

  Python 3.6.8
  Pytorch 1.7.0, torchvision 0.8.1
  dlib 19.21.0

• Front-end Part

  $ cd ownmodel_front
  $ npm run serve

• Back-end Part

  $ cd ownmodel_back
  $ python app.py

Results

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References & Opensources

• CP-VTON : dataset, code, model(get_mask), model(CP-VTON-gmm)

  Wear cloth on body
  Save 'save_ckp_frozen.h5' at ownmodel/ownmodel_back/cp_viton folder
  Save 'gmm_final.pth' at ownmodel/ownmodel_back/cp_viton/checkpoints/gmm_train_new folder

• StyleGAN : model, code

  Generate new faces
  Save the model at face_gen folder.

• FACE-SWAP code, docs

  Change two faces