awesome-neural-art
by crypdick
A curated list of awesome neural network-based art resources.
AI summary
Neural Art Tools
A curated list of resources and tools for creating and manipulating images using deep neural networks.
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What's in the list
29 links in 9 sections, with live GitHub stats.activeno commit in 2y
Colorization
Style Transfer
neural-style
Torch implementation of neural style algorithm
adaptive-style-transfer
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization
deep-photo-styletransfer
Code and data for
fast-style-transfer
TensorFlow CNN for fast style transfer with larger scale style features in transformations
texture_nets
Code for "Texture Networks: Feed-forward Synthesis of Textures and Stylized Images"
AdaIN-style
Code for . Contains neat features such as transfering style without color, style interpolation, and spatial control
Bicycle GAN
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
Keras Implementation of Neural Style Transfer from the paper in Keras 2.0+
Deep Painterly Harmonization
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.
Super Resolution
waifu2x
Image Super-Resolution for Anime-Style Art
srgan
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
fft-descreen
Clean up deconvolution checkerboard artifacts found in style transferred images
Patching
DeepFill V1
Generative Image Inpainting with Contextual Attention
EdgeConnect
a two-stage adversarial model that comprises of an edge generator followed by an image completion network
- Deep Image Completion
Contains face-completion and general image completion models. Each can complete images with differnet types of corrupted masks like scribbles, lines, dots and texts
Background subtraction
Dataset generator
Generates training data for the Deep Image Matting paper
Tensorflow implementation
Original paper author
PyTorch implementation
Same author as , but this is their improved (and maintained) codebase
Deep Dream
deepdream
The original Google implementation
Interactive art
neural-doodle
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
iGAN: Interactive Image Generation via Generative Adversarial Networks
style2paints
An AI-driven interactive line art colorization tool. Backend is a Residual U-net and Auxiliary Classifier GAN
Multiple categories
deep-image-prior
Image restoration with neural networks but without learning. Does artifact removal, inpainting, super-resolution, denoising
Lectures
Neural Style Transfer Review
Repo for the
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