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92 search results found

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.

Depth Anything ⭐ 2,409

Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data

Awesome Text To Image ⭐ 1,692

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

Photographicimagesynthesis ⭐ 1,249

Photographic Image Synthesis with Cascaded Refinement Networks

Ebsynth ⭐ 1,158

Fast Example-based Image Synthesis and Style Transfer

Iccv 2023 Papers ⭐ 806

ICCV 2023 Papers: Discover cutting-edge research from ICCV 2023, the leading computer vision conference. Stay updated on the latest in computer vision and deep learning, with code included. ⭐ support visual intelligence development!

Apdrawinggan ⭐ 684

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

Hr Viton ⭐ 680

Official PyTorch implementation for the paper High-Resolution Virtual Try-On with Misalignment and Occlusion-Handled Conditions (ECCV 2022).

All About The Gan ⭐ 602

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

Mobilestylegan.pytorch ⭐ 529

An official implementation of MobileStyleGAN in PyTorch

Cycle Diffusion ⭐ 458

[ICCV 2023] A latent space for stochastic diffusion models

Generativemodels ⭐ 445

MONAI Generative Models makes it easy to train, evaluate, and deploy generative models and related applications

Bmsg Gan ⭐ 429

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

PITI: Pretraining is All You Need for Image-to-Image Translation

Focal Frequency Loss ⭐ 407

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

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

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

Cocosnet ⭐ 345

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

MSGAN: Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis (CVPR2019)

Cocosnet V2 ⭐ 308

CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation

Cvpr 2023 Papers ⭐ 185

CVPR 2023 Papers: Dive into advanced research presented at the leading computer vision conference. Keep up to date with the latest developments in computer vision and deep learning. Code included. A star in the development of visual intelligence!

Magicbrush ⭐ 184

Dataset, code and models for the paper "MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing".

Relaydiffusion ⭐ 180

The official implementation of "Relay Diffusion: Unifying diffusion process across resolutions for image synthesis" [ICLR 2024 Spotlight]

Smart Sketch ⭐ 176

🖌 photorealistic drawings from simple sketches using NVIDIA's GauGAN

Multiview2novelview ⭐ 163

An official TensorFlow implementation of "Multi-view to Novel view: Synthesizing novel views with Self-Learned Confidence" (ECCV 2018) by Shao-Hua Sun, Minyoung Huh, Yuan-Hong Liao, Ning Zhang, and Joseph J. Lim

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)

Disentangled Person Image Generation ⭐ 143

Tensorflow implementation of CVPR 2018 paper "Disentangled Person Image Generation"

Syndiff ⭐ 134

Official PyTorch implementation of SynDiff described in the paper (https://arxiv.org/abs/2207.08208).

Concept Ablation ⭐ 122

Ablating Concepts in Text-to-Image Diffusion Models (ICCV 2023)

Generative Visual Prompt ⭐ 111

[NeurIPS 2022] (Amortized) distributional control for pre-trained generative models

Sketch2color Anime Translation ⭐ 103

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

Satellitecloudgenerator ⭐ 99

A PyTorch-based tool to generate clouds for satellite images.

External Internal Inpainting ⭐ 98

[CVPR 2021] EII: Image Inpainting with External-Internal Learning and Monochromic Bottleneck

Unified Generative Zoo ⭐ 84

Code for "Unifying Diffusion Models' Latent Space, with Applications to CycleDiffusion and Guidance"

Did Somebody Say Corgi ⭐ 79

Image Synthesis + Corgis = <3

Semantic Object Accuracy For Generative Text To Image Synthesis ⭐ 74

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

[ECCV 2022] PadInv - High-fidelity GAN Inversion with Padding Space

The implementation of 'Image synthesis via semantic composition', ICCV2021.

Blur Diffusion ⭐ 72

Official PyTorch implementation of the paper Progressive Deblurring of Diffusion Models for Coarse-to-Fine Image Synthesis.

Image Text Papers ⭐ 71

Image Caption and Text to Image papers.

Official Implementation of ResViT: Residual Vision Transformers for Multi-modal Medical Image Synthesis

Research code for paper "Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesis"

Dcgan Tensorflow ⭐ 65

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

Text To Image ⭐ 59

Text to Image Synthesis using Generative Adversarial Networks

Fundus_review ⭐ 57

Official website of our paper: Applications of Deep Learning in Fundus Images: A Review. Newly-released datasets and recently-published papers will be updated regularly.

Code for TMI 2020 "Hi-Net: Hybrid-fusion Network for Multi-modal MR Image Synthesis"

(NeurIPS 2023 spotlight) Large-scale Dataset Distillation/Condensation, 50 IPC (Images Per Class) achieves the highest 60.8% on original ImageNet-1K val set.

Pytorch_clip_guided_loss ⭐ 48

A simple library that implements CLIP guided loss in PyTorch.

Modulated Contrast for Versatile Image Synthesis [CVPR 2022]

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

Gan Ensembling ⭐ 40

Invert and perturb GAN images for test-time ensembling

Novelviewsynthesis Tensorflow ⭐ 40

A TensorFlow implementation of a simple Novel View Synthesis model on ShapeNet (cars and chairs), KITTI, and Synthia.

Wgan Gp Tensorflow ⭐ 37

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

UGU: Unclearness Geometry Utility

Haze Synthesis ⭐ 37

Hazy/Dusty Image Synthesis based on Monodepth2 and Atmospheric Scattering Model

Semiparametric ⭐ 37

[TPAMI 2020] Generating Novel Views of Vehicles via Semi-parametric Guidance. A semi-parametric approach for synthesizing novel views of a rigid object from a single monocular image.

Cnnmrf Pytorch ⭐ 32

Openshapes ⭐ 30

A data-driven approach for interactively synthesizing diverse images from semantic label maps.

Adversarial Lesions ⭐ 28

[PMB'2020] Melanoma Detection using Adversarial Training and Deep Transfer Learning

[CVPR 2023] GLeaD: Improving GANs with A Generator-Leading Task

GPU Framework for Radio Astronomical Image Synthesis

Official implementation of "Content-Consistent Generation of Realistic Eyes with Style", ICCW 2019

Synthtorch ⭐ 26

deep neural network-based image translation/synthesis

Superstylenet ⭐ 26

SuperStyleNet: Deep Image Synthesis with Superpixel Based Style Encoder (BMVC 2021)

Synct_tcmrgfus ⭐ 25

Official PyTorch Implementation of "Synthetic CT Skull Generation for Transcranial MR Imaging–Guided Focused Ultrasound Interventions with Conditional Adversarial Networks"

Multi-Modal Image-to-Image Translation on Tasks with High-Resolution Images

Patho Gan ⭐ 24

Patho-GAN: interpretation + medical data augmentation. Code for paper work "Explainable Diabetic Retinopathy Detection and Retinal Image Generation"

Ntire22_inpainting ⭐ 24

NTIRE 2022 - Image Inpainting Challenge

Txt2img Mhn ⭐ 23

[IEEE TIP 2023] Txt2Img-MHN: Remote Sensing Image Generation from Text Using Modern Hopfield Networks

Text To Image Synthesis ⭐ 20

Text to image synthesis with GAN-CLS and MSGAN

Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis

Collaborative Gan Sampling ⭐ 15

[AAAI20] TensorFlow implementation of the Collaborative Sampling in Generative Adversarial Networks

Imagen Mini Hotpotgen1 ⭐ 14

Imagen image generator open-source implementation. Hotpot.ai is not affiliated with Google.

Tensorflow codes for our ICIP-17 and arXiv-1708.09533 works: "ArtGAN: Artwork Synthesis with Conditional Categorial GAN" & "Learning a Generative Adversarial Network for High Resolution Artwork Synthesis "

Ganalyzer ⭐ 12

GANalyzer: Analysis and Manipulation of GANs Latent Space for Controllable Face Synthesis

Awesome Gan Papers ⭐ 12

Generative Adversarial Networks : paper, pytorch-code, review(Korean)

Composition Stable Diffusion ⭐ 11

Image Composition via Stable Diffusion

Insitu_net ⭐ 10

InSituNet: Deep Image Synthesis for Parameter Space Exploration of Ensemble Simulations (SciVis 2019)

Pflsynth ⭐ 10

One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis (pFLSynth)

Controversial_stimuli_tutorial ⭐ 9

A PyTorch tutorial on synthesizing controversial stimuli for ImageNet classifiers

Zero-shot unsupervised image-to-image translation via exploiting semantic attributes. Image and Vision Computing, 2022.

Facestyle ⭐ 8

Code to generate G_seg, G_pos and G_app images from "Example-Based Synthesis of Stylized Facial Animations" by JAKUB FIŠER et al.

Generative View Synthesis: from Single-view Semantics to Novel-view Images, Habtegebrial et al. NeurIPS 2020

Human Pose Synthesis ⭐ 7

Human Pose Synthesis with Generative Adversarial Networks

SNOW: caSa pythoN self-calibratiOn frameWork

Poissonimageediting ⭐ 6

An image fusion techniques presented in “Poisson image editing", P. Pérez, M. Gangnet, and A. Blake, SIGGRAPH 2003.

Dual Domain Synthesis ⭐ 5

Source Code for Dual-Domain Image Synthesis Using Segmentation-Guided GAN

Neural Network Zoo ⭐ 5

🧠🕸️ Neural network architectures implemented in PyTorch for educational purposes.

Official implementation of "A Shared Representation for Photorealistic Driving Simulators" in PyTorch.

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