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.

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last commit: about 7 years ago
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awesomeawesome-listimage-transferneural-artneural-doodlesneural-networkstyle-transfertexture-nets

Awesome Neural Art / Colorization

Interactive Deep Colorization2,701about 4 years ago
colornet3,566over 6 years ago
Colorful Image Colorization3,365almost 3 years ago

Awesome Neural Art / Style Transfer

neural-style18,310over 8 years agoTorch implementation of neural style algorithm
adaptive-style-transfer115almost 5 years agoArbitrary Style Transfer in Real-time with Adaptive Instance Normalization
deep-photo-styletransfer9,983about 5 years agoCode and data for
fast-style-transfer10,930about 3 years agoTensorFlow CNN for fast style transfer with larger scale style features in transformations
texture_nets1,224over 8 years agoCode for "Texture Networks: Feed-forward Synthesis of Textures and Stylized Images"
AdaIN-style1,477almost 9 years agoCode for . Contains neat features such as transfering style without color, style interpolation, and spatial control
Bicycle GAN1,491about 6 years agoNIPS 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 Transfer2,276over 3 years agoKeras Implementation of Neural Style Transfer from the paper in Keras 2.0+
Deep Painterly Harmonization6,073about 5 years agoPhotoshopping 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

waifu2x27,634over 3 years agoImage Super-Resolution for Anime-Style Art
srgan3,342over 2 years agoPhoto-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
fft-descreen75over 6 years agoClean up deconvolution checkerboard artifacts found in style transferred images

Awesome Neural Art / Patching

DeepFill V13,295about 2 years agoGenerative Image Inpainting with Contextual Attention
EdgeConnect2,531over 2 years agoa two-stage adversarial model that comprises of an edge generator followed by an image completion network

Awesome Neural Art / Background subtraction

Dataset generator34almost 9 years agoGenerates training data for the Deep Image Matting paper
Tensorflow implementation626almost 8 years agoOriginal paper author
PyTorch implementation821over 6 years agoSame author as , but this is their improved (and maintained) codebase
Another PyTorch implementation293almost 4 years ago

Awesome Neural Art / Deep Dream

deepdream13,231almost 4 years agoThe original Google implementation

Awesome Neural Art / Interactive art

neural-doodle9,890almost 6 years agoTurn 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.)
iGAN3,979about 6 years agoiGAN: Interactive Image Generation via Generative Adversarial Networks
style2paints18,073about 3 years agoAn AI-driven interactive line art colorization tool. Backend is a Residual U-net and Auxiliary Classifier GAN

Awesome Neural Art / Multiple categories

deep-image-prior7,920over 3 years agoImage 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 Review1,628over 4 years agoRepo for the

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