Generative adversarial networks Libraries - Page 3

Code for paper "Which Training Methods for GANs do actually Converge? (ICML 2018)"

Jupyter Notebook 900Updated: 10 mo ago License: Permissive (MIT)

Conditional GAN for generating synthetic tabular data.

Python 899Updated: 10 mo ago License: Proprietary (Proprietary)

[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

Python 868Updated: 10 mo ago License: Proprietary (Proprietary)

Python 865Updated: 3 y ago License: Permissive (Apache-2.0)

TensorFlow Implementation of Unsupervised Cross-Domain Image Generation

Python 853Updated: 3 y ago License: Permissive (MIT)

Tooling for GANs in TensorFlow

Jupyter Notebook 840Updated: 10 mo ago License: Permissive (Apache-2.0)

Tensorflow implementation of the SRGAN algorithm for single image super-resolution

Python 828Updated: 11 mo ago License: Permissive (MIT)

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

Jupyter Notebook 805Updated: 3 y ago License: No License (No License)

Learning diverse image-to-image translation from unpaired data

Python 799Updated: 1 y ago License: No License (No License)

Official implementation of "Designing an Encoder for StyleGAN Image Manipulation" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02766

Jupyter Notebook 799Updated: 11 mo ago License: Permissive (MIT)

An application tool of edge-connect, which can do anime inpainting and drawing. 动漫人物图片自动修复，去马赛克，填补，去瑕疵

Python 792Updated: 3 y ago License: Proprietary (Proprietary)

Software that can perform photorealistic style transfer without the need of any post-processing steps.

Python 790Updated: 1 y ago License: Permissive (MIT)

:fire::fire: PyTorch implementation of "Progressive growing of GANs (PGGAN)" :fire::fire:

Python 789Updated: 1 y ago License: Permissive (MIT)

TextGAN is a PyTorch framework for Generative Adversarial Networks (GANs) based text generation models.

Python 773Updated: 1 y ago License: Permissive (MIT)

GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training

Python 771Updated: 1 y ago License: Permissive (MIT)

InstaGAN: Instance-aware Image Translation (ICLR 2019)

Python 770Updated: 3 y ago License: Proprietary (Proprietary)

Official implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

Python 764Updated: 11 mo ago License: No License (No License)

Python 763Updated: 3 y ago License: Permissive (MIT)

Speech Enhancement Generative Adversarial Network in TensorFlow

Python 752Updated: 11 mo ago License: Permissive (MIT)

Python 747Updated: 3 y ago License: Proprietary (Proprietary)

3D Generative Adversarial Network

Python 746Updated: 3 y ago License: No License (No License)

[IEEE TIP] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang

Python 746Updated: 1 y ago License: Proprietary (Proprietary)

Generative Adversarial Networks implemented in PyTorch and Tensorflow

Jupyter Notebook 746Updated: 2 y ago License: Permissive (MIT)

Two time-scale update rule for training GANs

Jupyter Notebook 745Updated: 1 y ago License: Permissive (Apache-2.0)

Python 742Updated: 1 y ago License: Permissive (MIT)

Pytorch implementation of MixNMatch

Python 740Updated: 3 y ago License: No License (No License)

[CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing

Python 738Updated: 1 y ago License: Permissive (MIT)

Awesome Generative Adversarial Networks with tensorflow

Python 736Updated: 1 y ago License: Permissive (MIT)

Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018

Python 735Updated: 10 mo ago License: Permissive (MIT)

Code for APDrawingGAN: Generating Artistic Portrait Drawings from Face Photos with Hierarchical GANs (CVPR 2019 Oral)

Python 726Updated: 10 mo ago License: Permissive (Apache-2.0)

Twin-GAN -- Unpaired Cross-Domain Image Translation with Weight-Sharing GANs

Python 721Updated: 10 mo ago License: Permissive (Apache-2.0)

pytorch implementation of Domain-Adversarial Training of Neural Networks

Python 687Updated: 11 mo ago License: Permissive (MIT)

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

Python 680Updated: 3 y ago License: No License (No License)

Tensorflow implementation for learning an image-to-image translation without input-output pairs. https://arxiv.org/pdf/1703.10593.pdf

Python 678Updated: 3 y ago License: No License (No License)

A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.

Python 673Updated: 3 y ago License: Permissive (MIT)

GenForce: an efficient PyTorch library for deep generative modeling (StyleGANv1v2, PGGAN, etc)

Python 667Updated: 3 y ago License: Permissive (MIT)

PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]

Python 665Updated: 11 mo ago License: Permissive (MIT)

Official code for "Towards Photo-Realistic Virtual Try-On by Adaptively Generating↔Preserving Image Content"，CVPR‘20 https://arxiv.org/abs/2003.05863

Python 650Updated: 1 y ago License: No License (No License)

PyTorch code for "PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer" (CVPR 2020 Oral)

Python 639Updated: 10 mo ago License: Permissive (MIT)

[CVPR 2021 Best Student Paper Honorable Mention, Oral] Official PyTorch code for ClipBERT, an efficient framework for end-to-end learning on image-text and video-text tasks.

Python 636Updated: 11 mo ago License: Permissive (MIT)

Generate your own cartoon-style images with CartoonGAN (CVPR 2018), powered by TensorFlow 2.0 Alpha.

Python 635Updated: 3 y ago License: Permissive (Apache-2.0)

CVPR 2019: "Pluralistic Image Completion"

Python 634Updated: 10 mo ago License: No License (No License)

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

Python 631Updated: 3 y ago License: Permissive (MIT)

💬 Slides and supplementary codes for my talk 'Debugging Tips on TensorFlow' (2016)

Python 625Updated: 3 y ago License: No License (No License)

Learning infinite-resolution image processing with GAN and RL from unpaired image datasets, using a differentiable photo editing model.

Python 617Updated: 3 y ago License: Permissive (MIT)

An official implementation of MobileStyleGAN in PyTorch

Python 609Updated: 1 y ago License: Permissive (Apache-2.0)

SEAN: Image Synthesis with Semantic Region-Adaptive Normalization (CVPR 2020, Oral)

Python 602Updated: 11 mo ago License: Proprietary (Proprietary)

A collection of generative methods implemented with TensorFlow (Deep Convolutional Generative Adversarial Networks (DCGAN), Variational Autoencoder (VAE) and DRAW: A Recurrent Neural Network For Image Generation).

Python 595Updated: 11 mo ago License: Permissive (Apache-2.0)

View synthesis for the public.

Python 593Updated: 1 y ago License: Proprietary (Proprietary)

Recurrent (conditional) generative adversarial networks for generating real-valued time series data.

Python 588Updated: 1 y ago License: Permissive (MIT)