awesome-neural-art

A curated list of awesome neural network-based art resources.

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last commit: about 5 years ago
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awesomeawesome-listimage-transferneural-artneural-doodlesneural-networkstyle-transfertexture-nets

Awesome Neural Art / Colorization
Interactive Deep Colorization 2,687 about 2 years ago
colornet 3,561 over 4 years ago
Colorful Image Colorization 3,336 10 months ago

Awesome Neural Art / Style Transfer
neural-style 18,311 over 6 years ago Torch implementation of neural style algorithm
adaptive-style-transfer 114 almost 3 years ago Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization
deep-photo-styletransfer 9,987 about 3 years ago Code and data for
fast-style-transfer 10,914 about 1 year ago TensorFlow CNN for fast style transfer with larger scale style features in transformations
texture_nets 1,223 over 6 years ago Code for "Texture Networks: Feed-forward Synthesis of Textures and Stylized Images"
AdaIN-style 1,454 almost 7 years ago Code for . Contains neat features such as transfering style without color, style interpolation, and spatial control
Bicycle GAN 1,479 about 4 years ago NIPS 2017 Toward Multimodal Image-to-Image Translation, PyTorch implementation. Given the same night image, model is able to synthesize possible day images with different types of lighting, sky and clouds
Neural Style Transfer 2,264 over 1 year ago Keras Implementation of Neural Style Transfer from the paper in Keras 2.0+
Deep Painterly Harmonization 6,074 about 3 years ago Photoshopping an object into a painting, and then neural network changes the style (pallete, strokes, luminosity, etc) of the object to match the painting style.

Awesome Neural Art / Super Resolution
waifu2x 27,472 over 1 year ago Image Super-Resolution for Anime-Style Art
srgan 3,289 8 months ago Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
fft-descreen 75 over 4 years ago Clean up deconvolution checkerboard artifacts found in style transferred images

Awesome Neural Art / Patching
DeepFill V1 3,241 3 months ago Generative Image Inpainting with Contextual Attention
EdgeConnect 2,504 8 months ago a two-stage adversarial model that comprises of an edge generator followed by an image completion network

Awesome Neural Art / Background subtraction
Dataset generator 34 about 7 years ago Generates training data for the Deep Image Matting paper
Tensorflow implementation 625 about 6 years ago Original paper author
PyTorch implementation 816 over 4 years ago Same author as , but this is their improved (and maintained) codebase
Another PyTorch implementation 293 almost 2 years ago

Awesome Neural Art / Deep Dream
deepdream 13,231 almost 2 years ago The original Google implementation

Awesome Neural Art / Interactive art
neural-doodle 9,889 about 4 years ago Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)
iGAN 3,973 about 4 years ago iGAN: Interactive Image Generation via Generative Adversarial Networks
style2paints 18,002 about 1 year ago An AI-driven interactive line art colorization tool. Backend is a Residual U-net and Auxiliary Classifier GAN

Awesome Neural Art / Multiple categories
deep-image-prior 7,842 over 1 year ago Image restoration with neural networks but without learning. Does artifact removal, inpainting, super-resolution, denoising

Awesome Neural Art / Lectures
The Neural Aesthetic @ ITP-NYU, Fall 2018
Neural Style Transfer Review 1,625 over 2 years ago Repo for the

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