522 Open source projects that are alternatives of or similar to Bicyclegan

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

Deep generative models implemented with TensorFlow 2.0: eg. Restricted Boltzmann Machine (RBM), Deep Belief Network (DBN), Deep Boltzmann Machine (DBM), Convolutional Variational Auto-Encoder (CVAE), Convolutional Generative Adversarial Network (CGAN)

Project Page of 'GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction' [CVPR2019]

[CVPR 2022] Improving GAN Equilibrium by Raising Spatial Awareness

Performance comparison of existing GAN based Text To Image algorithms. (GAN-CLS, StackGAN, TAC-GAN)

Generative deep learning: DeepDream

A repo containing code covering various aspects of deep learning on Pytorch. Great for beginners and intermediate in the field

Awesome Generative Adversarial Networks with tensorflow

Unofficial PyTorch implementation of "Progressive Growing of GANs for Improved Quality, Stability, and Variation".

The simplest implementation toward the idea of Re-cycle GAN

Code for "Generative Adversarial Training for Markov Chains" (ICLR 2017 Workshop)

Tensorflow Implementation for paper "self-supervised generative adversarial networks"

Face generator from sketches using cGAN (pix2pix) model

Implementation of Conditional Generative Adversarial Networks in PyTorch

Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two

Generative Adversarial Networks in TensorFlow 2.0

A toolbox for differentially private data generation

speech enhancement GAN on waveform/log-power-spectrum data using Improved WGAN

Attacking Speaker Recognition with Deep Generative Models

This is the official implementation of our neural-network-based fast diffuse room impulse response generator (FAST-RIR) for generating room impulse responses (RIRs) for a given acoustic environment.

Generative Adversarial Networks in PyTorch

A 1D toy example of optimizing a generative model using the WGAN-GP model.

PyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning

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

Tensorflow implementation of CycleGAN

BTK Akademi -1 Milyon İstihdam Projesi için Merve Ayyüce Kızrak tarafından Hazırlanmıştır.

The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.

MultiGraphGAN for predicting multiple target graphs from a source graph using geometric deep learning.

An extremely simple generative adversarial network, built with TensorFlow

Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night

🏖 Keras Implementation of Painting outside the box

Pytorch implementation of "DeepFlow: History Matching in the Space of Deep Generative Models"

Using Bidirectional Generative Adversarial Networks to estimate Value-at-Risk for Market Risk Management using TensorFlow.

Official repository for the paper "High-Resolution Daytime Translation Without Domain Labels" (CVPR2020, Oral)

💤🖌️ AI making tiny Bitsy video games. Features an experimental generative structure inspired by GANs and Genetic Algorithms

Invert the color of MNIST images with PyTorch

MTSS-GAN: Multivariate Time Series Simulation with Generative Adversarial Networks (by @firmai)

DeepNude source code，without watermark，with demo and model download link，one command to run offline，GAN/Pytorch/pix2pix/pic2pic

An application of high resolution GANs to dewarp images of perturbed documents

things I help(ed) to build

Style-based Point Generator with Adversarial Rendering for Point Cloud Completion (CVPR 2021)

Introduction to generative adversarial networks, with code to accompany the O'Reilly tutorial on GANs

Unsupervised High-Resolution Portrait Gaze Correction and Animation (TIP 2022)

A large-scale face dataset for face parsing, recognition, generation and editing.

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

A curated list of dedicated resources and applications

SiENet: Siamese Expansion Network for Image Extrapolation(IEEE SPL2020)

A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)

line drawing colorization using TensorFlow

Real-time pix2pix implementation with Unity

The Roadmap to Learn Generative Adversarial Networks (GANs)

Python script to load a Kdenlive (OSS NLE video editor) project file, and conform the edit on video or numpy arrays.

Task-Aware Compressed Sensing Using Generative Adversarial Networks (published in AAAI18)

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

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

TensorFlow implementations of Wasserstein GAN with Gradient Penalty (WGAN-GP), Least Squares GAN (LSGAN), GANs with the hinge loss.

GAN Playground - Experiment with Generative Adversarial Nets in your browser. An introduction to GANs.

Pytorch implementation of CycleGAN.

based on https://github.com/kwj2104/CPPN-WGAN, but on chineses fonts and improved architecture

The goal of this survey is two-fold: (i) to present recent advances on adversarial machine learning (AML) for the security of RS (i.e., attacking and defense recommendation models), (ii) to show another successful application of AML in generative adversarial networks (GANs) for generative applications, thanks to their ability for learning (high-…