All Categories → Machine Learning → style-transfer

Top 150 style-transfer open source projects

Stylized Imagenet

Code to create Stylized-ImageNet, a stylized version of standard ImageNet (ICLR 2019 Oral)

✭ 353

python deep-learning computer-vision style-transfer

Mace Models

Mobile AI Compute Engine Model Zoo

✭ 329

deep-learning neural-networks style-transfer mobilenet

Few Shot Patch Based Training

The official implementation of our SIGGRAPH 2020 paper Interactive Video Stylization Using Few-Shot Patch-Based Training

✭ 313

python deep-learning pytorch gan generative-adversarial-network style-transfer image-generation

Shapematchinggan

[ICCV 2019, Oral] Controllable Artistic Text Style Transfer via Shape-Matching GAN

✭ 315

jupyter-notebook pytorch gans style-transfer

Zhihu

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

✭ 3,307

Jupyter Notebook HTML python deep-learning natural-language-processing convolutional-neural-networks gan recurrent-neural-networks autoencoder style-transfer machine-translation tensorflow-examples

Fast Artistic Videos

Video style transfer using feed-forward networks.

✭ 301

style-transfer

Tensorflow Style Transfer

A simple, concise tensorflow implementation of style transfer (neural style)

✭ 278

python tensorflow style-transfer online neural-style

Randomcnn Voice Transfer

Audio style transfer with shallow random parameters CNN. Result: https://soundcloud.com/mazzzystar/sets/speech-conversion-sample

✭ 273

python style-transfer

Linearstyletransfer

This is the Pytorch implementation of "Learning Linear Transformations for Fast Image and Video Style Transfer" (CVPR 2019).

✭ 270

python style-transfer

Neural Style Tf

TensorFlow (Python API) implementation of Neural Style

✭ 2,943

python shell C++deep-learning tensorflow style-transfer convolutional-neural-network

Transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

automated-deep-photo-style-transfer

TensorFlow implementation for the paper "Automated Deep Photo Style Transfer"

✭ 92

python deep-learning tensorflow style-transfer neural-networks segmentation

Neural-Zoom-Legacy

Infinite Zoom For Style Transfer

✭ 14

shell neural-network style-transfer infinite zoom neural-style neural neural-zoom

HistoGAN

Reference code for the paper HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms (CVPR 2021).

neural-style-pytorch

Neural Style implementation in PyTorch! 🎨

✭ 50

Jupyter Notebook neural-network jupyter-notebook pytorch style-transfer vgg convolutional-neural-networks neural-style vgg19

deepai-js-client

Simple Javascript Client Library for Browser and Node.js for calling DeepAI's APIs

✭ 22

javascript nodejs machine-learning html5 deep-learning artificial-intelligence style-transfer neural-networks

PyTorch-deep-photo-styletransfer

PyTorch implementation of "Deep Photo Style Transfer": https://arxiv.org/abs/1703.07511

✭ 23

Jupyter Notebook python deep-learning pytorch style-transfer neural-style-transfer pytorch-implmention

Awesome Neural Style

A curated list of neural style and deep neural network visualization

✭ 16

deep-learning style-transfer

fast-style-transfer-tutorial-pytorch

Simple Tutorials & Code Implementation of fast-style-transfer(Perceptual Losses for Real-Time Style Transfer and Super-Resolution, 2016 ECCV) using PyTorch.

✭ 18

Jupyter Notebook machine-learning deep-learning pytorch style-transfer pytorch-tutorial fast-style-transfer deep-style-transfer

Text-Effects-Transfer

Matlab implementation of the paper "Awesome Typography: Statistics-Based Text Effects Transfer"

✭ 40

matlab style-transfer cvpr-2017

depth-preserving-neural-style-transfer

Depth-Preserving Style Transfer

✭ 86

lua TeX matlab python shell artwork computer-vision deep-learning neural-network luajit style-transfer

Point-Then-Operate

Code for the ACL 2019 paper ``A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer``

✭ 44

python shell machine-learning natural-language-processing reinforcement-learning style-transfer

pytorch-neural-style-transfer-johnson

Reconstruction of the fast neural style transfer (Johnson et al.). Some portions of the paper have been improved by the follow-up work like the instance normalization, etc. Checkout transformer_net.py's header for details.

✭ 85

python machine-learning deep-learning pytorch style-transfer deep-learning-tutorial non-photorealistic-rendering neural-style-transfer neural-style-transfer-tutorial

Splice

Official Pytorch Implementation for "Splicing ViT Features for Semantic Appearance Transfer" presenting "Splice" (CVPR 2022)

✭ 126

Jupyter Notebook python splice style-transfer image-translation generative-models single-image single-image-generation vision-transformer cvpr2022

CS231n

My solutions for Assignments of CS231n: Convolutional Neural Networks for Visual Recognition

TET-GAN

[AAAI 2019] TET-GAN: Text Effects Transfer via Stylization and Destylization

✭ 74

python gan style-transfer text-effects text-effect aaai2019

CariMe-pytorch

Unpaired Caricature Generation with Multiple Exaggerations (TMM 2021)

✭ 33

python pytorch gan style-transfer caricatures

CNTKUnityTools

Some Deep learning tools in Unity using CNTK

✭ 21

C#reinforcement-learning deep-learning neural-network unity cntk style-transfer

tf-adain

TensorFlow implementation of the paper "Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization" by Xun Huang and Serge Belongie

✭ 61

python shell tensorflow style-transfer adain

neural style synthesizer

No description or website provided.

✭ 15

python chainer style-transfer

CoMoGAN

CoMoGAN: continuous model-guided image-to-image translation. CVPR 2021 oral.

✭ 139

python Jupyter Notebook Dockerfile gan style-transfer gans image-to-image cvpr image-translation image-to-image-translation style-transfer-cnn cvpr2021 cvpr21 continuous-image-translation

ada-conv-pytorch

No description or website provided.

✭ 46

python style-transfer image-style-transfer

awesome style transfer

The style transfer paper collection in International CV conference

✭ 42

awesome deep-learning style-transfer awesome-list styletransfer

Text-to-Speech-Landscape

No description or website provided.

✭ 31

nlp deep-learning tts style-transfer prosody tacotron voice-cloning style-tokens tacotron-2

CS231n

PyTorch/Tensorflow solutions for Stanford's CS231n: "CNNs for Visual Recognition"

groove2groove

Code for "Groove2Groove: One-Shot Music Style Transfer with Supervision from Synthetic Data"

✭ 88

python Jupyter Notebook shell deep-learning neural-network tensorflow paper style-transfer magenta music-style-transfer papers-with-code

sRender

Facial Sketch Render, ICASSP 2021

✭ 20

python shell style-transfer gans image-to-image-translation line-drawing face-sketch-synthesis

dreamsnap

Real life through the eyes of an artist

✭ 16

CSS HTML javascript android ios artists machine-learning real-time deep-learning metal iphone style-transfer neural-networks

NLP Toolkit

Library of state-of-the-art models (PyTorch) for NLP tasks

✭ 92

python Roff nlp natural-language-processing text-classification machine-translation pytorch style-transfer speech-recognition text-summarization nlp-library text-clustering punctuation-restoration

SANET

Arbitrary Style Transfer with Style-Attentional Networks

✭ 105

Jupyter Notebook python style-transfer attention-mechanism fast-neural-style neural-art

rudetoxifier

Code and data of "Methods for Detoxification of Texts for the Russian Language" paper

✭ 30

python Jupyter Notebook nlp style-transfer russian-language

CartoonGAN-tensorflow

Simple code implement the paper of CartoonGAN(CVPR2018)

✭ 14

python tensorflow generative-adversarial-network gan style-transfer cartoongan cartoon-style-transfer

CycleGAN-Music-Style-Transfer-Refactorization

Symbolic Music Genre Transfer with CycleGAN - Refactorization

✭ 28

python deep-learning gan style-transfer domain-transfer music-genre cyclegan

ganslate

Simple and extensible GAN image-to-image translation framework. Supports natural and medical images.

✭ 17

python gan style-transfer cut pix2pix medical-images image-translation natural-images domain-adaptation cyclegan image-to-image-translation contrastive-unpaired-translation revgan

Houdini-Plugin-for-Tensorflow-Smoke-Stylization

Tensorflow implementation of Style Transfer for Smoke Simulations. Created as part of ETH Zurich Student Summer Research Fellowship

✭ 33

python style-transfer houdini smoke-simulation houdini-plugin houdini-digital-asset smoke-stylization

deep dream

DeepDream psychodelic image generator.

✭ 39

python machine-learning deep-neural-networks deep-learning tensorflow cnn artificial-intelligence style-transfer convolutional-neural-networks inception deep-dreaming tensorflow-examples deep-dream

One-Shot-Voice-Cloning

☺️ One Shot Voice Cloning base on Unet-TTS

✭ 118

Jupyter Notebook python tts style-transfer one-shot voice-cloning

zero-shot-style-transfer

TensorFlow Implementation of Several Zero-Shot Image Style Transfer Methods

✭ 14

python shell tensorflow style-transfer convolutional-neural-networks

Android-Tensorflow-Style-Transfer

Based on tensorflow's style transfer Android project.

✭ 18

python java android deep-learning tensorflow style-transfer neural-networks

Shakespearizing-Modern-English

Code for "Jhamtani H.*, Gangal V.*, Hovy E. and Nyberg E. Shakespearizing Modern Language Using Copy-Enriched Sequence to Sequence Models" Workshop on Stylistic Variation, EMNLP 2017

✭ 64

OpenEdge ABL natural-language-processing style-transfer seq2seq shakespearean-language copynet pointer-network neural-style-transfer

Image recoloring

Image Recoloring Based on Object Color Distributions (Eurographics 2019)

✭ 30

matlab C++c data-driven image-editing style-transfer image-manipulation color-manipulation eurographics color-transfer image-recoloring

VisualML

Interactive Visual Machine Learning Demos.

✭ 104

CSS SCSS javascript HTML shell machine-learning deep-learning svm style-transfer pca autoencoder logistic-regression visualizations mlp-classifier tensorflow-js vanishing-gradient

linguistic-style-transfer-pytorch

Implementation of "Disentangled Representation Learning for Non-Parallel Text Style Transfer(ACL 2019)" in Pytorch

✭ 55

python acl pytorch style-transfer natural-language-generation adversarial-learning variational-autoencoder disentanglement disentangled-representations text-style-transfer latent-representations

STYLER

Official repository of STYLER: Style Factor Modeling with Rapidity and Robustness via Speech Decomposition for Expressive and Controllable Neural Text to Speech, INTERSPEECH 2021

✭ 105

python shell fast text-to-speech tts style-transfer robust prosody expressive-speech-synthesis neural-text-to-speech style-modeling expressive-tts controllable-tts fast-tts robust-tts

lewis

Official code for LEWIS, from: "LEWIS: Levenshtein Editing for Unsupervised Text Style Transfer", ACL-IJCNLP 2021 Findings by Machel Reid and Victor Zhong

✭ 22

python Jupyter Notebook shell nlp machine-learning style-transfer editing

Wasserstein2GenerativeNetworks

PyTorch implementation of "Wasserstein-2 Generative Networks" (ICLR 2021)

✭ 38

Jupyter Notebook python deep-learning pytorch generative-adversarial-network gan style-transfer optimal-transport

a-neural-algorithm-of-artistic-style

Keras implementation of "A Neural Algorithm of Artistic Style"

✭ 110

Jupyter Notebook style-transfer keras-tensorflow creative-ai

favorite-research-papers

Listing my favorite research papers 📝 from different fields as I read them.