TF implementation of our ECCV 2018 paper: Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model

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Artgan

ArtGAN: This work presents a series of new approaches to improve Generative Adversarial Network (GAN) for conditional image synthesis and we name the proposed model as “ArtGAN”. Implementations are in Caffe/Tensorflow.

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Ranksrgan

ICCV 2019 (oral) RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution. PyTorch implementation

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anime2clothing

Pytorch official implementation of Anime to Real Clothing: Cosplay Costume Generation via Image-to-Image Translation.

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GAN-auto-write

Generative Adversarial Network that learns to generate handwritten digits. (Learning Purposes)

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DLSS

Deep Learning Super Sampling with Deep Convolutional Generative Adversarial Networks.

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Anogan Keras

Unsupervised anomaly detection with generative model, keras implementation

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A Pytorch Tutorial To Super Resolution

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution

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Image generator

DCGAN image generator 🖼️.

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Gan2shape

Code for GAN2Shape (ICLR2021 oral)

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Iseebetter

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Triple Gan

See Triple-GAN-V2 in PyTorch: https://github.com/taufikxu/Triple-GAN

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Image-to-Image Translation in PyTorch

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Collection of generative models in Pytorch version.

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catgan pytorch

Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks

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Adventures-with-GANS

Showcasing various fun adventures with GANs

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AdvSegLoss

Official Pytorch implementation of Adversarial Segmentation Loss for Sketch Colorization [ICIP 2021]

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srgan

Pytorch implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

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MNIST-invert-color

Invert the color of MNIST images with PyTorch

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TextBoxGAN

Generate text boxes from input words with a GAN.

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UEGAN

[TIP2020] Pytorch implementation of "Towards Unsupervised Deep Image Enhancement with Generative Adversarial Network"

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Shapegan

Generative Adversarial Networks and Autoencoders for 3D Shapes

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Stylegan.pytorch

A PyTorch implementation for StyleGAN with full features.

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Frontalization

Pytorch deep learning face frontalization model

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Tensorflow Infogan

🎎 InfoGAN: Interpretable Representation Learning

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Gannotation

GANnotation (PyTorch): Landmark-guided face to face synthesis using GANs (And a triple consistency loss!)

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Tensorflow implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Netwokrs for MNIST dataset.

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P2pala

Page to PAGE Layout Analysis Tool

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Arbitrary Text To Image Papers

A collection of arbitrary text to image papers with code (constantly updating)

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Freezed

Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs (CVPRW 2020)

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Gan Sandbox

Vanilla GAN implemented on top of keras/tensorflow enabling rapid experimentation & research. Branches correspond to implementations of stable GAN variations (i.e. ACGan, InfoGAN) and other promising variations of GANs like conditional and Wasserstein.

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(WIP) Implementation of Creative Adversarial Networks https://arxiv.org/pdf/1706.07068.pdf

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Gan steerability

On the "steerability" of generative adversarial networks

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Anogan Tf

Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)