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generative-adversarial-network x

579 search results found

Ganomaly ⭐ 767

GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training

Time Series Prediction ⭐ 762

tfts: Time series deep learning models in TensorFlow

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

Anycost Gan ⭐ 751

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

Clean Fid ⭐ 745

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

Pggan Pytorch ⭐ 745

🔥🔥 PyTorch implementation of "Progressive growing of GANs (PGGAN)" 🔥🔥

Textgan Pytorch ⭐ 743

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

Ad_examples ⭐ 738

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

Self Attention Gan ⭐ 722

Twingan ⭐ 712

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

Awesome Gans ⭐ 710

Awesome Generative Adversarial Networks with tensorflow

Differentiable Vector Graphics Rasterization

Cartoongan Tensorflow ⭐ 707

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

Srgan Tensorflow ⭐ 694

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

Adversarial_video_generation ⭐ 685

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

Apdrawinggan ⭐ 684

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

Pytorch Pretrained Biggan ⭐ 670

🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.

Anime Inpainting ⭐ 655

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

Generative_deep_learning_2nd_edition ⭐ 652

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

Ai_all_resources ⭐ 647

A curated list of Best Artificial Intelligence Resources

Pytorch Rl ⭐ 638

PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

Pytorch Wgan ⭐ 617

Pytorch implementation of DCGAN, WGAN-CP, WGAN-GP

Cips 3d ⭐ 603

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

All About The Gan ⭐ 602

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

Descript Audio Codec ⭐ 602

State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.

Deepfashion_try_on ⭐ 596

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

Attgan Tensorflow ⭐ 591

AttGAN: Facial Attribute Editing by Only Changing What You Want (IEEE TIP 2019)

Speech Enhancement Generative Adversarial Network in TensorFlow

Adaptsegnet ⭐ 586

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

[TOG 2022] SofGAN: A Portrait Image Generator with Dynamic Styling

Relativisticgan ⭐ 576

Code for replication of the paper "The relativistic discriminator: a key element missing from standard GAN"

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

Deep Learning Resources ⭐ 571

由淺入深的深度學習資源 Collection of deep learning materials for everyone

Tensorflow Vae Gan Draw ⭐ 569

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).

Attentiongan ⭐ 564

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

Leakgan ⭐ 561

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

Official Implementation for "Only a Matter of Style: Age Transformation Using a Style-Based Regression Model" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02754

Fast Srgan ⭐ 559

A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps

Mimicry ⭐ 556

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

Gan2shape ⭐ 552

Code for GAN2Shape (ICLR2021 oral)

Deblur Gan ⭐ 535

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

Mobilestylegan.pytorch ⭐ 529

An official implementation of MobileStyleGAN in PyTorch

T2F: text to face generation using Deep Learning

Exposure ⭐ 511

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

Stylegan3 Editing ⭐ 506

Official Implementation of "Third Time's the Charm? Image and Video Editing with StyleGAN3" (AIM ECCVW 2022) https://arxiv.org/abs/2201.13433

Pro_gan_pytorch ⭐ 504

Unofficial PyTorch implementation of the paper titled "Progressive growing of GANs for improved Quality, Stability, and Variation"

Text To Image ⭐ 488

Generative Adversarial Text to Image Synthesis / Please Star -->

Pytorch Progressive_growing_of_gans ⭐ 485

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

Alias Free Gan Pytorch ⭐ 480

Unofficial implementation of Alias-Free Generative Adversarial Networks. (https://arxiv.org/abs/2106.12423) in PyTorch

[NeurIPS 2018] Visual Object Networks: Image Generation with Disentangled 3D Representation.

Ganilla ⭐ 476

Official Pytorch implementation of GANILLA

Tf.gans Comparison ⭐ 474

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

Self Attention Gan Tensorflow ⭐ 468

Simple Tensorflow implementation of "Self-Attention Generative Adversarial Networks" (SAGAN)

Stackgan Pytorch ⭐ 457

Official TP-GAN Tensorflow implementation for paper "Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis"

Gan For Tabular Data ⭐ 442

We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.

A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)

Bmsg Gan ⭐ 429

[MSG-GAN] Any body can GAN! Highly stable and robust architecture. Requires little to no hyperparameter tuning. Pytorch Implementation

Source Code Notebook ⭐ 428

关于一些经典论文源码的逐行中文笔记

Mixnmatch ⭐ 427

Pytorch implementation of MixNMatch

Selectiongan ⭐ 427

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

Pytorch Spectral Normalization Gan ⭐ 421

Paper by Miyato et al. https://openreview.net/forum?id=B1QRgziT-

Stylegan2 Tensorflow 2.0 ⭐ 419

StyleGAN 2 in Tensorflow 2.0

Wassersteingan.tensorflow ⭐ 415

Tensorflow implementation of Wasserstein GAN - arxiv: https://arxiv.org/abs/1701.07875

Generative Models ⭐ 414

Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN

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

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

Rewriting ⭐ 407

Rewriting a Deep Generative Model, ECCV 2020 (oral). Interactive tool to directly edit the rules of a GAN to synthesize scenes with objects added, removed, or altered. Change StyleGANv2 to make extravagant eyebrows, or horses wearing hats.

Focal Frequency Loss ⭐ 407

[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis

[CVPR 2021] Closed-Form Factorization of Latent Semantics in GANs

Generative Compression ⭐ 397

TensorFlow Implementation of Generative Adversarial Networks for Extreme Learned Image Compression

Papers In 100 Lines Of Code ⭐ 395

Implementation of papers in 100 lines of code.

Improved Wgan Pytorch ⭐ 393

Improved WGAN in Pytorch

Cyclegan Vc2 ⭐ 391

Voice Conversion by CycleGAN (语音克隆/语音转换): CycleGAN-VC2

Nn_playground ⭐ 390

Experimental keras implementation of novel neural network structures

Dbpn Pytorch ⭐ 388

The project is an official implement of our CVPR2018 paper "Deep Back-Projection Networks for Super-Resolution" (Winner of NTIRE2018 and PIRM2018)

ArtGAN + WikiArt: This work presents a series of new approaches to improve GAN for conditional image synthesis and we name the proposed model as “ArtGAN”.

Neuralsvb ⭐ 385

Learning the Beauty in Songs: Neural Singing Voice Beautifier; ACL 2022 (Main conference); Official code

Gan Intro ⭐ 383

A Pytorch Tutorial To Super Resolution ⭐ 380

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

A tensorflow implementation of google's AC-GAN ( Auxiliary Classifier GAN ).

Sequence_gan ⭐ 377

Generative adversarial networks (GAN) applied to sequential data via recurrent neural networks (RNN).

Styleswin ⭐ 375

[CVPR 2022] StyleSwin: Transformer-based GAN for High-resolution Image Generation

Pytorch Cyclegan ⭐ 371

A clean and readable Pytorch implementation of CycleGAN

Chainer Gan Lib ⭐ 367

Chainer implementation of recent GAN variants

Deep Generative Prior ⭐ 367

Code for deep generative prior (ECCV2020 oral)

Srgan_wasserstein ⭐ 363

Apply Waseerstein GAN into SRGAN, a deep learning super resolution model

Official pytorch implementation of paper "Image-to-image Translation via Hierarchical Style Disentanglement" (CVPR2021 Oral).

Fastgan Pytorch ⭐ 358

Official implementation of the paper "Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis" in ICLR 2021

Pytorch Rl ⭐ 356

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"

Adversarial Examples Pytorch ⭐ 353

Implementation of Papers on Adversarial Examples

Multi-Content GAN for Few-Shot Font Style Transfer at CVPR 2018

The Implementation of paper "Controllable Person Image Synthesis with Attribute-Decomposed GAN" CVPR 2020 (Oral); Pose and Appearance Attributes Transfer;

C Rnn Gan ⭐ 352

Implementation of C-RNN-GAN.

Inception Score Pytorch ⭐ 349

Inception Score for GANs in Pytorch

Ml Facelit ⭐ 347

Official repository of FaceLit: Neural 3D Relightable Faces (CVPR 2023)

Cocosnet ⭐ 345

Cross-domain Correspondence Learning for Exemplar-based Image Translation. (CVPR 2020 Oral)

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

Idinvert ⭐ 344

[ECCV 2020] In-Domain GAN Inversion for Real Image Editing

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