561 Open source projects that are alternatives of or similar to Gdwct

Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.

PyTorch implementation of CycleGAN

[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.

CoMoGAN: continuous model-guided image-to-image translation. CVPR 2021 oral.

Pytorch implementation of pix2pix for various datasets.

Generative Deep Learning Sessions led by Anugraha Sinha (Machine Learning Tokyo)

GAN in Tensorflow to be run via Linux command line

Generate Cartoon Images using Generative Adversarial Network

[NeurIPS 2018] 3D-Aware Scene Manipulation via Inverse Graphics

My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.

A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.

AttentionGAN for Unpaired Image-to-Image Translation & Multi-Domain Image-to-Image Translation

Project Page of 'Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks'

Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.

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

A minimal tensorflow implementation of pix2pix (Image-to-Image Translation with Conditional Adversarial Nets - https://phillipi.github.io/pix2pix/).

EigenGAN: Layer-Wise Eigen-Learning for GANs (ICCV 2021)

Reference code for the paper HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms (CVPR 2021).

A very simple generative adversarial network (GAN) in PyTorch

Pytorch implementations of most popular image-translation GANs, including Pixel2Pixel, CycleGAN and StarGAN.

Generative Adversarial Transformers

[IEEE TIP'2021] "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

Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks

Speech Enhancement Generative Adversarial Network in TensorFlow

Awesome paper list with code about generative adversarial nets

Generative adversarial networks integrating modules from FUNIT and SPADE for face-swapping.

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

CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation

Pytorch implemenation of Stochastic Multi-Label Image-to-image Translation (SMIT), ICCV Workshops 2019.

[CVPR 2022] StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2

Code for training and evaluation of the model from "Language Generation with Recurrent Generative Adversarial Networks without Pre-training"

Official pytorch implementation of the IrwGAN for unaligned image-to-image translation

Generative Adversarial Network for single image super-resolution in high content screening microscopy images

GIF is a photorealistic generative face model with explicit 3D geometric and photometric control.

VapourSynth Single Image Super-Resolution Generative Adversarial Network (GAN)

Deep Learning Super Sampling with Deep Convolutional Generative Adversarial Networks.

[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation

Invert the color of MNIST images with PyTorch

An official PyTorch implementation of the paper "Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language", NeurIPS 2018

[CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".

[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions

Image-to-Image Translation in PyTorch

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

Collection of generative models in Tensorflow

Periodic Spatial Generative Adversarial Networks

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

Keras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"

Implementations of (theoretical) generative adversarial networks and comparison without cherry-picking

[CVPR 2019 Oral] Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation

Implementation of the paper : "Toward Multimodal Image-to-Image Translation"

Keras implementations of Generative Adversarial Networks.

PyTorch code accompanying our paper on Maximum Entropy Generators for Energy-Based Models

🦓<->🦒 🌃<->🌆 A collection of image to image papers with code (constantly updating)

[NeurIPS 2018] [JSAIT] PacGAN: The power of two samples in generative adversarial networks

Code for "Adversarial and Perceptual Refinement Compressed Sensing MRI Reconstruction"

Multimodal Unsupervised Image-to-Image Translation

iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press

Synthetic Data Generation for tabular, relational and time series data.

Generative Adversarial Networks (GANs) resources sorted by citations

Research Framework for easy and efficient training of GANs based on Pytorch