• Stars
    star
    274
  • Rank 150,274 (Top 3 %)
  • Language
    Jupyter Notebook
  • Created over 4 years ago
  • Updated over 4 years ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Simple Encoder, Generator and Face Modificator with StyleGAN2

StyleGAN2-Face-Modificator

Simple Encoder, Generator and Face Modificator with StyleGAN2, based on encoder stylegan2encoder and a set of latent vectors generators-with-stylegan2

Mona

Check how it works on Google Colab:

  • Russian Language Colab
  • Bad English Translation Colab

Files used (in case some files cannot be downloaded by the script):

Encoder and generator archive

Types of faces generated:

  1. European
  2. Asian
  3. Asian beauty
  4. Baby

Result Example:

YouTube

Citation

@article{Karras2019stylegan2,
  title          = {Analyzing and Improving the Image Quality of {StyleGAN}},
  author         = {Tero Karras and Samuli Laine and Miika Aittala and Janne Hellsten and Jaakko Lehtinen and Timo Aila},
  Colab creator  = {Denis Malimonov},
  journal        = {CoRR},
  volume         = {abs/1912.04958},
  year           = {2019},
}

More Repositories

1

Face-Depixelizer

Face Depixelizer based on "PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models" repository.
Jupyter Notebook
2,012
star
2

Face-Image-Motion-Model

Face Image Motion Model (Photo-2-Video) based on "first-order-model" repository.
Jupyter Notebook
551
star
3

BabyGAN

StyleGAN-based predictor of children's faces from photos of theoretical parents.
Jupyter Notebook
343
star
4

collection-of-notebooks

ะกollection of various notebooks
Jupyter Notebook
104
star
5

Style-Transfer-Collection

Colabs Collection of style transfer in photo and video
Jupyter Notebook
86
star
6

ENTAR

Ensemble of Neural Tools for Animations Restoration
Jupyter Notebook
63
star
7

Voice-Cloner

This is a phonemic multilingual (Russian-English) Implementation of Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis.
Jupyter Notebook
51
star
8

TimbreTransfer

Timbre Transfer using Differentiable Digital Signal Processing based on DDSP repository
Jupyter Notebook
39
star
9

Video2Anime

Converter Video to Anime. Based on "AnimeGAN" repository.
Jupyter Notebook
36
star
10

Video2Drawing

Stylizer Video to Drawing. Based on "Unpaired-Portrait-Drawing" repository.
Jupyter Notebook
26
star
11

NeuralStockPredictor

Stock Price Prediction using Convolutional and Recurrent Neural Networks on Keras (Research)
Jupyter Notebook
15
star
12

Jukebox_Colab

Colab "Jukebox: A Generative Model for Music"
Jupyter Notebook
15
star
13

Intra-Exchange-Crypto-Arbitrage

IECA - Shiny application for monitoring arbitrage situations between trading pairs inside cryptocurrency exchanges
R
15
star
14

WebCam-Face-Recognition

Simple real-time face recognition via webcam
Python
7
star