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

88
GitHub Stars
33
Curated Resources
9
Categories
1 hour ago
Last Refreshed
ColorizationStyle TransferSuper ResolutionPatchingBackground subtractionDeep DreamInteractive artMultiple categoriesLectures

Use this list with your AI agent

Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:

"Show me style transfer resources from awesome-neural-art"

Installation instructions →

What's inside

Style Transfer

  • AdaIN-style

    Code for

  • adaptive-style-transfer

    Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization.

  • 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.

  • 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.

  • deep-photo-styletransfer

    Code and data for

  • fast-style-transfer

    TensorFlow CNN for fast style transfer with larger scale style features in transformations.

Background subtraction

Deep Dream

Patching

  • DeepFill V1

    Generative Image Inpainting with Contextual Attention.

  • 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.

  • EdgeConnect

    a two-stage adversarial model that comprises of an edge generator followed by an image completion network.

Multiple categories

  • deep-image-prior

    Image restoration with neural networks but without learning. Does artifact removal, inpainting, super-resolution, denoising.

Super Resolution

  • fft-descreen

    Clean up deconvolution checkerboard artifacts found in style transferred images.

  • srgan

    Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network.

  • waifu2x

    Image Super-Resolution for Anime-Style Art.

Interactive art

  • iGAN

    iGAN: Interactive Image Generation via Generative Adversarial Networks.

  • neural-doodle

  • style2paints

    An AI-driven interactive line art colorization tool. Backend is a Residual U-net and Auxiliary Classifier GAN.

Showing a sample of 33 resources. View the full list on GitHub →