427 Open source projects that are alternatives of or similar to gan-error-avoidance

Pytorch implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Networks (DCGAN) for MNIST and CelebA datasets

Pytorch implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Generative Adversarial Networks (cDCGAN) for MNIST dataset

[CVPR2020] Adversarial Latent Autoencoders

A Pytorch implementation of "Deep Convolutional Generative Adversarial Networks"

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

No description or website provided.

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks

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

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

Benchmarking synthetic data generation methods.

Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai

Code for "Training Generative Adversarial Networks with Binary Neurons by End-to-end Backpropagation"

3D-aware GANs based on NeRF (arXiv).

PyTorch implementation of Conditional Deep Convolutional Generative Adversarial Networks (cDCGAN)

Repository for MAD-GAN Paper done in ML CAMP Jeju

Graph-convolutional GAN for point cloud generation. Code from ICLR 2019 paper Learning Localized Generative Models for 3D Point Clouds via Graph Convolution

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

Automatic feature engineering using Generative Adversarial Networks using Deeplearning4j and Apache Spark.

SMILE: Semantically-guided Multi-attribute Image and Layout Editing, ICCV Workshops 2021.

Material de la charla "The bad guys in AI - atacando sistemas de machine learning"

[ICLR 2021] "GANs Can Play Lottery Too" by Xuxi Chen, Zhenyu Zhang, Yongduo Sui, Tianlong Chen

Official Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing" (CVPR 2022) https://arxiv.org/abs/2111.15666

Paper notes in deep learning/machine learning and computer vision

HashGAN: Deep Learning to Hash with Pair Conditional Wasserstein GAN

Tensorflow-based framework to ease training of generative models

🐳 GAN implemented as Tensorflow 2.X

No description or website provided.

Tensorflow implementation of paper "unsupervised image to image translation networks"

Scans Genshin Impact characters, artifacts, and weapons from the game window into a JSON file.

Code for “Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation”

Synthetic Data Generation for mixed-type, multivariate time series.

PyTorch study

This repository is a non-official implementation of TimeGAN (Yoon et al., NIPS2019) using PyTorch.

CycleGAN based neural network architecture to change the gender of a person’s face

Improving MMD-GAN training with repulsive loss function

Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)

Generate image from text with Generative Adversarial Network

Out-of-Distribution Detection for Generalized Zero-Shot Action Recognition

A implementation of DCGAN (Deep Convolutional Generative Adversarial Networks) for CIFAR10 image

Given a simple anime line-art sketch the model outputs a decent colored anime image using Conditional-Generative Adversarial Networks (C-GANs) concept.

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

[ICML2020] "AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks" by Yonggan Fu, Wuyang Chen, Haotao Wang, Haoran Li, Yingyan Lin, Zhangyang Wang

Implementation of Conditional Generative Adversarial Networks in PyTorch

Dataset and Code for our CVPR'18 paper ST-CGAN: "Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal"

Generative Adversarial Networks in TensorFlow 2.0

This is the official GitHub repository for ECCV 2020 Workshop paper "Single image dehazing for a variety of haze scenarios using back projected pyramid network"

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

Path Planning using Generative Adversarial Network (GAN)

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.

Designed to take you from zero experience to GANs within a week.

Portable automation meta-framework to manage, describe, connect and reuse any artifacts, scripts, tools and workflows on any platform with any software and hardware in a non-intrusive way and with minimal effort. Try it using this tutorial to modularize and automate ML Systems benchmarking from the Student Cluster Competition at SC'22:

A sketch extractor for anime/illustration.

[TPAMI Under Submission] Generative Multi-Label Zero-Shot Learning

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

Tensorflow Implementation of DiscoGAN

Code snippets and solutions for the Introduction to Deep Learning and Neural Networks Course hosted in educative.io

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

PyTorch implementation of GANs (Generative Adversarial Networks). DCGAN, Pix2Pix, CycleGAN, SRGAN

Pure tensorflow implementation of progressive growing of GANs

🤖A list of resources to help anyone getting started with GANs 🤖