awesome-neural-art

Neural Art Tools

A curated list of resources and tools for creating and manipulating images using deep neural networks.

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

GitHub
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last commit: about 6 years ago
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awesomeawesome-listimage-transferneural-artneural-doodlesneural-networkstyle-transfertexture-nets

Awesome Neural Art / Colorization
Interactive Deep Colorization 2,701 over 3 years ago
colornet 3,566 over 5 years ago
Colorful Image Colorization 3,365 almost 2 years ago

Awesome Neural Art / Style Transfer
neural-style 18,310 over 7 years ago Torch implementation of neural style algorithm
adaptive-style-transfer 115 almost 4 years ago Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization
deep-photo-styletransfer 9,983 over 4 years ago Code and data for
fast-style-transfer 10,930 over 2 years ago TensorFlow CNN for fast style transfer with larger scale style features in transformations
texture_nets 1,224 almost 8 years ago Code for "Texture Networks: Feed-forward Synthesis of Textures and Stylized Images"
AdaIN-style 1,477 about 8 years ago Code for . Contains neat features such as transfering style without color, style interpolation, and spatial control
Bicycle GAN 1,491 over 5 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 2,276 over 2 years ago Keras Implementation of Neural Style Transfer from the paper in Keras 2.0+
Deep Painterly Harmonization 6,073 over 4 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 27,634 over 2 years ago Image Super-Resolution for Anime-Style Art
srgan 3,342 over 1 year ago Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
fft-descreen 75 over 5 years ago Clean up deconvolution checkerboard artifacts found in style transferred images

Awesome Neural Art / Patching
DeepFill V1 3,295 over 1 year ago Generative Image Inpainting with Contextual Attention
EdgeConnect 2,531 almost 2 years 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 8 years ago Generates training data for the Deep Image Matting paper
Tensorflow implementation 626 about 7 years ago Original paper author
PyTorch implementation 821 almost 6 years ago Same author as , but this is their improved (and maintained) codebase
Another PyTorch implementation 293 almost 3 years ago

Awesome Neural Art / Deep Dream
deepdream 13,231 about 3 years ago The original Google implementation

Awesome Neural Art / Interactive art
neural-doodle 9,890 about 5 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 3,979 over 5 years ago iGAN: Interactive Image Generation via Generative Adversarial Networks
style2paints 18,073 over 2 years 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 7,920 over 2 years 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 1,628 over 3 years ago Repo for the

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