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Search results for generative adversarial network image generation

generative-adversarial-network x

image-generation x

65 search results found

Pytorch Cyclegan And Pix2pix ⭐ 21,090

Image-to-Image Translation in PyTorch

Cyclegan ⭐ 11,829

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

Pix2pix ⭐ 8,452

Image-to-image translation with conditional adversarial nets

Paddlegan ⭐ 7,443

PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.

Mmagic ⭐ 6,572

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

Interactive Image Generation via Generative Adversarial Networks

Deepnude An Image To Image Technology ⭐ 3,404

DeepNude's algorithm and general image generation theory and practice research, including pix2pix, CycleGAN, UGATIT, DCGAN, SinGAN, ALAE, mGANprior, StarGAN-v2 and VAE models (TensorFlow2 implementation). DeepNude的算法以及通用生成对抗网络（GAN,Generative Adversarial Network）图像生成的理论与实践研究。

Contrastive Unpaired Translation ⭐ 1,955

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

Anime2sketch ⭐ 1,800

A sketch extractor for anime/illustration.

Awesome Text To Image ⭐ 1,692

(ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.

Ganspace ⭐ 1,593

Discovering Interpretable GAN Controls [NeurIPS 2020]

Data Efficient Gans ⭐ 1,231

[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

Gansformer ⭐ 1,188

Generative Adversarial Transformers

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]

Apdrawinggan ⭐ 684

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

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

Attentiongan ⭐ 564

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

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

Focal Frequency Loss ⭐ 407

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

Anime Face Dataset ⭐ 404

🖼 A collection of high-quality anime faces.

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”.

Styleswin ⭐ 375

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

Pytorch Cyclegan ⭐ 371

A clean and readable Pytorch implementation of CycleGAN

Deep Exemplar Based Video Colorization ⭐ 329

The source code of CVPR 2019 paper "Deep Exemplar-based Video Colorization".

Few Shot Patch Based Training ⭐ 326

The official implementation of our SIGGRAPH 2020 paper Interactive Video Stylization Using Few-Shot Patch-Based Training

Inpainting_gmcnn ⭐ 324

Image Inpainting via Generative Multi-column Convolutional Neural Networks, NeurIPS2018

Vision Aided Gan ⭐ 321

Ensembling Off-the-shelf Models for GAN Training (CVPR 2022 Oral)

Consingan ⭐ 311

PyTorch implementation of "Improved Techniques for Training Single-Image GANs" (WACV-21)

Blendgan ⭐ 310

Official PyTorch implementation of "BlendGAN: Implicitly GAN Blending for Arbitrary Stylized Face Generation" (NeurIPS 2021)

Cocosnet V2 ⭐ 308

CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation

Unetgan ⭐ 266

Official Implementation of the paper "A U-Net Based Discriminator for Generative Adversarial Networks" (CVPR 2020)

Official implementation of the paper "You Only Need Adversarial Supervision for Semantic Image Synthesis" (ICLR 2021)

Text To Image Synthesis ⭐ 254

Pytorch implementation of Generative Adversarial Text-to-Image Synthesis paper

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

Conditional Gan ⭐ 218

Tensorflow implementation for Conditional Convolutional Adversarial Networks.

[ECCV 2020 Spotlight] A Simple and Versatile Framework for Image-to-Image Translation

Finegan ⭐ 203

FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery

Joligen ⭐ 180

Generative AI Image Toolset with GANs and Diffusion for Real-World Applications

Distancegan ⭐ 174

Pytorch implementation of "One-Sided Unsupervised Domain Mapping" NIPS 2017

Storygan ⭐ 170

StoryGAN: A Sequential Conditional GAN for Story Visualization

Gesturegan ⭐ 164

[ACM MM 2018 Oral] GestureGAN for Hand Gesture-to-Gesture Translation in the Wild

Generative Adversial ⭐ 163

image generation via GANs

Deceived ⭐ 148

[NeurIPS 2021] Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data

Arbitrary Text To Image Papers ⭐ 147

A collection of arbitrary text to image papers with code (constantly updating)

Awesome Iccv2021 Low Level Vision ⭐ 145

A Collection of Papers and Codes for ICCV2021 Low Level Vision and Image Generation

Swapnet ⭐ 140

Virtual Clothing Try-on with Deep Learning. PyTorch reproduction of SwapNet by Raj et al. 2018. Now with Docker support!

Promptgallery Stable Diffusion Webui ⭐ 133

A prompt cookbook worked as stable-diffusion-webui extenstions.

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

Code for image generation of Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow

Outpainting_srn ⭐ 128

Wide-Context Semantic Image Extrapolation, CVPR2019

Oneshottranslation ⭐ 126

Pytorch implementation of "One-Shot Unsupervised Cross Domain Translation" NIPS 2018

Matlab Gan ⭐ 125

MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN

Pose-Normalized Image Generation for Person Re-identification

Bigraphgan ⭐ 122

[BMVC 2020 Oral] Bipartite Graph Reasoning GANs for Person Image Generation

Aligning Latent and Image Spaces to Connect the Unconnectable

Mlds2018spring ⭐ 106

Machine Learning and having it Deep and Structured (MLDS) in 2018 spring

ICface: Interpretable and Controllable Face Reenactment Using GANs

Pytti Notebook ⭐ 98

Official implementation of FQ-GAN

Improved_ccgan ⭐ 88

Continuous Conditional Generative Adversarial Networks (CcGAN)

Code for Dual Contrastive Learning for Unsupervised Image-to-Image Translation, NTIRE, CVPRW 2021, oral.

Iccv2023 Mcnet ⭐ 82

The official code of our ICCV2023 work: Implicit Identity Representation Conditioned Memory Compensation Network for Talking Head video Generation

Stylenat ⭐ 81

New flexible and efficient image generation framework that sets new SOTA on FFHQ-256 with FID 2.05, 2022

Multiple Objects Gan ⭐ 81

Implementation for "Generating Multiple Objects at Spatially Distinct Locations" (ICLR 2019)

Facial Expression Editing with Controllable Expression Intensity

Semantic Object Accuracy For Generative Text To Image Synthesis ⭐ 74

Code for "Semantic Object Accuracy for Generative Text-to-Image Synthesis" (TPAMI 2020)

Sem2nerf ⭐ 74

👩🏼‍🦰😺[ECCV'22] Official PyTorch Implementation of Sem2NeRF: Converting Single-View Semantic Masks to NeRFs

[ACM MM 2019 Oral] Cycle In Cycle Generative Adversarial Networks for Keypoint-Guided Image Generation

PyTorch implementation for NED (CVPR 2022). It can be used to manipulate the facial emotions of actors in videos based on emotion labels or reference styles.

Stext2image ⭐ 67

Attribute-Guided Sketch-to-Image Generation

Artediting ⭐ 65

Modeling Artistic Workflows for Image Generation and Editing (ECCV 2020)

Dcgan Tensorflow ⭐ 65

A Tensorflow implementation of Deep Convolutional Generative Adversarial Networks trained on Fashion-MNIST, CIFAR-10, etc.

Self Conditioned Gan ⭐ 65

Diverse Image Generation via Self-Conditioned GANs

Dual Task Pose Transformer Network ⭐ 63

[CVPR 2022] Exploring Dual-task Correlation for Pose Guided Person Image Generation

SeGAN: Segmenting and Generating the Invisible (https://arxiv.org/pdf/1703.10239.pdf)

Code and dataset for Single Underwater Image Restoration by Contrastive Learning, IGARSS 2021, oral.

Cyclegan_ssim ⭐ 52

Comparing different similarity functions for reconstruction of image on CycleGAN. (https://tandon-a.github.io/CycleGAN_ssim/) Training cycleGAN with different loss functions to improve visual quality of produced images

Lecam Gan ⭐ 49

Regularizing Generative Adversarial Networks under Limited Data (CVPR 2021)

Img2imggan ⭐ 49

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

Neurips18_hierchical_image_manipulation ⭐ 49

Pytorch Implementation of NeurIPS'18 paper on Generative Image Manipulation with Hierarchical Semantic Structures

Ctrlhair ⭐ 47

Controllable Hair Editing (ECCV 2022)

Few-shot Image Generation with Reptile

Semantic_pyramid_for_image_generation ⭐ 45

PyTorch reimplementation of the paper: "Semantic Pyramid for Image Generation" [CVPR 2020].

Cyclegan Models ⭐ 42

Models generated by CycleGAN

Cyclegan Keras ⭐ 41

keras implementation of cycle-gan

Code for TPAMI "Quality Metric Guided Portrait Line Drawing Generation from Unpaired Training Data"

F2gan Few Shot Image Generation ⭐ 41

Fusing-and-Filling GAN (F2GAN) for few-shot image generation, ACM MM2020

Continious Generative Adversarial Network

Asymmetricgan ⭐ 40

[ACCV 2018 Oral] Dual Generator Generative Adversarial Networks for Multi-Domain Image-to-Image Translation

Msrgan A Gan For Single Image Super Resolution On High Content Screening Microscopy Images. ⭐ 40

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

Sequential Scene Gan ⭐ 40

[AAAI 2019] A Layer-Based Sequential Framework for Scene Generation with GANs

Wgan Gp Tensorflow ⭐ 37

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

A conditional GAN for text-to-image

BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pix

Image_generator_2 ⭐ 30

Progressive GANによる画像生成器

Implemention of "CVAE-GAN: Fine-Grained Image Generation through Asymmetric Training"

Self Supervised Gans Pytorch ⭐ 28

Ready to train Pytorch implementation of the CVPR'19 paper "Self-Supervised GANs via Auxiliary Rotation Loss"

Trianglegan ⭐ 27

TriangleGAN, ACM MM 2019.

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