Style Transfer

Published: 09 Oct 2015 Category: deep_learning

Neural Art

A Neural Algorithm of Artistic Style

Image Style Transfer Using Convolutional Neural Networks

Artificial Startup Style: Neural art about startup fashion

From Pixels to Paragraphs: How artistic experiments with deep learning guard us from hype

Experiments with style transfer

Style Transfer for Headshot Portraits (SIGGRAPH 2014)

Teaching recurrent Neural Networks about Monet

Content Aware Neural Style Transfer

Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis

Stylenet: Neural Network with Style Synthesis


  • intro: This program presents web-service for algorithm combining the content of one image with the style of another image using convolutional neural networks
  • github:

Exploring the Neural Algorithm of Artistic Style

Perceptual Losses for Real-Time Style Transfer and Super-Resolution

Image transformation networks with fancy loss functions

Improving the Neural Algorithm of Artistic Style

CubistMirror: an openframeworks app which repeatedly applies real-time style transfer on a webcam

Transfer Style But Not Color

neural-art-mini: Lightweight version of mxnet neural art implementation

Preserving Color in Neural Artistic Style Transfer

End to End Neural Art with Generative Models

Neural Style Explained

Texture Networks: Feed-forward Synthesis of Textures and Stylized Images

Learning Typographic Style

Instance Normalization: The Missing Ingredient for Fast Stylization

Painting style transfer for head portraits using convolutional neural networks

Style-Transfer via Texture-Synthesis

neural-style-tf: TensorFlow implementation of Neural Style

Deep Convolutional Networks as Models of Generalization and Blending Within Visual Creativity

  • intro: In Proceedings of the 7th International Conference on Computational Creativity. Palo Alto: Association for the Advancement of Artificial Intelligence (AAAI) Press (2016)
  • arxiv:

A Learned Representation For Artistic Style

How to Fake It As an Artist with Docker, AWS and Deep Learning

Multistyle Pastiche Generator

Fast Style Transfer in TensorFlow

Neural Style Transfer For Chinese Fonts

Neural Style Representations and the Large-Scale Classification of Artistic Style

Controlling Perceptual Factors in Neural Style Transfer

Awesome Typography: Statistics-Based Text Effects Transfer

Fast Patch-based Style Transfer of Arbitrary Style

Demystifying Neural Style Transfer

Son of Zorn’s Lemma: Targeted Style Transfer Using Instance-aware Semantic Segmentation

Bringing Impressionism to Life with Neural Style Transfer in Come Swim

  • intro: a case study of how Neural Style Transfer can be used in a movie production context
  • keywords: Kristen Stewart !
  • arxiv:

Pytorch tutorials for Neural Style transfert

Stable and Controllable Neural Texture Synthesis and Style Transfer Using Histogram Losses

Arbitrary Style Transfer In Real-Time With Adaptive Instance Normalization

Picking an optimizer for Style Transfer

Multi-style Generative Network for Real-time Transfer

Deep Photo Style Transfer

Lightweight Neural Style on Pytorch

StyleBank: An Explicit Representation for Neural Image Style Transfer

How to Make an Image More Memorable? A Deep Style Transfer Approach

Visual Attribute Transfer through Deep Image Analogy

Characterizing and Improving Stability in Neural Style Transfer

Towards Metamerism via Foveated Style Transfer

Style Transfer for Sketches with Enhanced Residual U-net and Auxiliary Classifier GAN

Meta Networks for Neural Style Transfer

Neural Color Transfer between Images

Improved Style Transfer by Respecting Inter-layer Correlations

Face Destylization

Unsupervised Typography Transfer

Stereoscopic Neural Style Transfer

Arbitrary Style Transfer with Deep Feature Reshuffle

Avatar-Net: Multi-scale Zero-shot Style Transfer by Feature Decoration

Beyond Textures: Learning from Multi-domain Artistic Images for Arbitrary Style Transfer

A Comprehensive Comparison between Neural Style Transfer and Universal Style Transfer

Unbiased Image Style Transfer

Uncorrelated Feature Encoding for Faster Image Style Transfer

Adjustable Real-time Style Transfer

Automated Deep Photo Style Transfer

Attention-aware Multi-stroke Style Transfer

StyleNAS: An Empirical Study of Neural Architecture Search to Uncover Surprisingly Fast End-to-End Universal Style Transfer Networks

StyleNAS: An Empirical Study of Neural Architecture Search to Uncover Surprisingly Fast End-to-End Universal Style Transfer Networks

Neural Art On Audio

MSc AI Project on generative deep networks and neural style transfer for audio

Neural Song Style

Time Domain Neural Audio Style Transfer

Learning Linear Transformations for Fast Arbitrary Style Transfer

Neural Art On Video


Instructions for making a Neural-Style movie

Artistic style transfer for videos

Artistic style transfer for videos and spherical images

How Deep Learning Can Paint Videos in the Style of Art’s Great Masters

DeepMovie: Using Optical Flow and Deep Neural Networks to Stylize Movies

Coherent Online Video Style Transfer

Laplacian-Steered Neural Style Transfer

Real-Time Neural Style Transfer for Videos

Multi-Content GAN for Few-Shot Font Style Transfer

Deep Painterly Harmonization

ReCoNet: Real-time Coherent Video Style Transfer Network

Fully-Featured Attribute Transfer

Neural Doodle

Semantic Style Transfer and Turning Two-Bit Doodles into Fine Artworks

Neural Doodle

Faster neural doodle

Feed-forward neural doodle

neural image analogies: Generate image analogies using neural matching and blending

Neural doodle with Keras

Deep Dreams


cnn-vis: Use CNNs to generate images

bat-country: A lightweight, extendible, easy to use Python package for deep dreaming and image generation with Caffe and CNNs

DeepDreaming with TensorFlow


Understanding Deep Dreams

Generating Deep Dreams

Audio Deepdream: Optimizing Raw Audio With Convolutional Networks

Image Stylization

Automatic Portrait Segmentation for Image Stylization

Transfiguring Portraits

Stylize Aesthetic QR Code