Image-to-Image Translation Diffusion Models

Tools for translating images between domains, styles, or paired/unpaired datasets using GANs and neural networks. Does NOT include text-guided editing, style transfer as a standalone service, or general image generation from scratch.

There are 80 image-to-image translation models tracked. 2 score above 50 (established tier). The highest-rated is yunjey/domain-transfer-network at 51/100 with 862 stars.

Get all 80 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=diffusion&subcategory=image-to-image-translation&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Model	Score	Tier	Stars	Language
1	yunjey/domain-transfer-network TensorFlow Implementation of Unsupervised Cross-Domain Image Generation	51	Established	862	Python
2	taesungp/contrastive-unpaired-translation Contrastive unpaired image-to-image translation, faster and lighter training...	50	Established	2,491	Python
3	PaddlePaddle/PaddleGAN PaddlePaddle GAN library, including lots of interesting applications like...	49	Emerging	8,065	Python
4	tohinz/ConSinGAN PyTorch implementation of "Improved Techniques for Training Single-Image...	48	Emerging	443	Python
5	sagiebenaim/DistanceGAN Pytorch implementation of "One-Sided Unsupervised Domain Mapping" NIPS 2017	47	Emerging	195	Python
6	weihaox/awesome-image-translation Collection of awesome resources on image-to-image translation.	47	Emerging	1,232	—
7	ZPdesu/SEAN SEAN: Image Synthesis with Semantic Region-Adaptive Normalization (CVPR 2020, Oral)	47	Emerging	658	Python
8	JIA-Lab-research/outpainting_srn Wide-Context Semantic Image Extrapolation, CVPR2019	46	Emerging	135	Python
9	kkanshul/finegan FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object...	45	Emerging	281	Python
10	Ha0Tang/XingGAN [ECCV 2020] XingGAN for Person Image Generation	45	Emerging	225	Python
11	JunlinHan/DCLGAN Code for Dual Contrastive Learning for Unsupervised Image-to-Image...	45	Emerging	178	Python
12	bryandlee/stylegan2-encoder-pytorch PyTorch Implementation of In-Domain GAN Inversion for StyleGAN2	44	Emerging	151	Jupyter Notebook
13	kvmanohar22/img2imgGAN Implementation of the paper : "Toward Multimodal Image-to-Image Translation"	43	Emerging	57	Python
14	xcyan/neurips18_hierchical_image_manipulation Pytorch Implementation of NeurIPS'18 paper on Generative Image Manipulation...	43	Emerging	69	Python
15	onion-liu/BlendGAN Official PyTorch implementation of "BlendGAN: Implicitly GAN Blending for...	43	Emerging	505	Python
16	EndlessSora/TSIT [ECCV 2020 Spotlight] A Simple and Versatile Framework for Image-to-Image Translation	43	Emerging	285	Python
17	vandit15/Self-Supervised-Gans-Pytorch Ready to train Pytorch implementation of the CVPR'19 paper "Self-Supervised...	43	Emerging	66	Python
18	bryandlee/FreezeG Freezing generator for pseudo image translation	43	Emerging	478	Python
19	corenel/pytorch-glow PyTorch implementation of "Glow: Generative Flow with Invertible 1x1 Convolutions"	42	Emerging	46	Python
20	Xiaoming-Yu/DMIT Multi-mapping Image-to-Image Translation via Learning Disentanglement. NeurIPS2019	42	Emerging	113	Python
21	matlab-deep-learning/pix2pix Image to Image Translation Using Generative Adversarial Networks	41	Emerging	35	MATLAB
22	Ha0Tang/GestureGAN [ACM MM 2018 Oral] GestureGAN for Hand Gesture-to-Gesture Translation in the Wild	41	Emerging	176	Python
23	ehsanik/SeGAN SeGAN: Segmenting and Generating the Invisible (https://arxiv.org/pdf/1703.10239.pdf)	41	Emerging	68	Lua
24	sagiebenaim/OneShotTranslation Pytorch implementation of "One-Shot Unsupervised Cross Domain Translation" NIPS 2018	41	Emerging	141	Python
25	blueGorae/DynaGAN DynaGAN: Dynamic Few-shot Adaptation of GANs to Multiple Domains (SIGGRAPH Asia 2022)	41	Emerging	45	Python
26	yitong91/StoryGAN StoryGAN: A Sequential Conditional GAN for Story Visualization	40	Emerging	234	Python
27	Tandon-A/Image-Editing-using-GAN Developing an image editing application to edit images to have a desired...	40	Emerging	30	Python
28	Ha0Tang/BiGraphGAN [BMVC 2020 Oral] Bipartite Graph Reasoning GANs for Person Image Generation	40	Emerging	128	Python
29	Ha0Tang/LGGAN [CVPR 2020] Local Class-Specific and Global Image-Level Generative...	39	Emerging	144	Python
30	google/lecam-gan Regularizing Generative Adversarial Networks under Limited Data (CVPR 2021)	39	Emerging	166	Jupyter Notebook
31	vtddggg/BilinearGAN_for_LBIE The implementation of our paper: Bilinear Representation for Language-Based...	39	Emerging	25	Python
32	PITI-Synthesis/PITI PITI: Pretraining is All You Need for Image-to-Image Translation	39	Emerging	502	Python
33	PangzeCheung/Dual-task-Pose-Transformer-Network [CVPR 2022] Exploring Dual-task Correlation for Pose Guided Person Image Generation	39	Emerging	98	Python
34	OpenGVLab/DragGAN Unofficial Implementation of DragGAN - "Drag Your GAN: Interactive...	38	Emerging	4,967	Python
35	HuiDingUMD/ExprGAN Facial Expression Editing with Controllable Expression Intensity	38	Emerging	125	Python
36	rish-16/CycleGANsformer Unpaired Image-to-Image Translation with Transformer-based GANs in PyTorch [WIP]	38	Emerging	65	Python
37	Ha0Tang/AsymmetricGAN [ACCV 2018 Oral] Dual Generator Generative Adversarial Networks for...	37	Emerging	45	Python
38	Tandon-A/CycleGAN_ssim Comparing different similarity functions for reconstruction of image on...	37	Emerging	83	Python
39	YangNaruto/FQ-GAN Official implementation of FQ-GAN	37	Emerging	169	Python
40	MingwangLin/cyclegan-keras keras implementation of cycle-gan	36	Emerging	50	Jupyter Notebook
41	wkentaro/chainer-cyclegan Chainer implementation of "Unpaired Image-to-Image Translation using...	36	Emerging	10	Python
42	rish-16/TransGAN-PyTorch [WIP] PyTorch implementation of the TransGAN paper	36	Emerging	13	Python
43	tatsuyah/CycleGAN-Models Models generated by CycleGAN	35	Emerging	43	—
44	ZhangGongjie/CycleGAN-Pytorch Minimum Implementation of CycleGAN in PyTorch -- Generating Wintery Scenery...	35	Emerging	9	Jupyter Notebook
45	yhlleo/TriangleGAN TriangleGAN, ACM MM 2019.	35	Emerging	28	Python
46	val-iisc/gSRGAN [ECCV2022] Source Code for "Improving GANs for Long-Tailed Data through...	35	Emerging	16	Python
47	omerbsezer/TimeSeries2DBarChartImageCNN Conversion of the time series values to 2-D stock bar chart images and...	35	Emerging	42	Python
48	yiranran/QMUPD Code for TPAMI "Quality Metric Guided Portrait Line Drawing Generation from...	34	Emerging	63	Python
49	Blade6570/Learningimage-to-imagetranslationusingpairedandunpairedtrainingsamples Learning image-to-image translation using paired and unpaired training samples	34	Emerging	20	Python
50	Ha0Tang/C2GAN [ACM MM 2019 Oral] Cycle In Cycle Generative Adversarial Networks for...	34	Emerging	70	Python
51	omar-abdelgawad/image2image Seminar project Unsupervised Image-to-Image translation using GANs	33	Emerging	7	Python
52	AiArt-Gao/MATEBIT [CVPR'23] Masked and Adaptive Transformer for Exemplar Based Image...	33	Emerging	95	Python
53	0zgur0/Sequential-Scene-GAN [AAAI 2019] A Layer-Based Sequential Framework for Scene Generation with GANs	32	Emerging	40	Python
54	japgarrido/pix2pix_image-generation This project implements an image-to-image translation model using the...	31	Emerging	4	Jupyter Notebook
55	vamsi3/pix2pix An implementation of the the paper "Image-to-Image Translation with...	31	Emerging	4	Python
56	ZhuravLi/pytorch-CycleGAN My implementation of CycleGAN using PyTorch	30	Emerging	2	Python
57	cryu854/SinGAN "SinGAN : Learning a Generative Model from a Single Natural Image" in TensorFlow 2	30	Emerging	17	Python
58	kangig94/TF2-Image-Generation Tensorflow2 reimplementation of image generation model (GAN, Style Transfer,...	30	Emerging	28	Python
59	rwang97/skyline-image-generation Skyline Image Generation in PyTorch	30	Emerging	6	Python
60	XuyangGuo/CtrlHair Controllable Hair Editing (ECCV 2022)	29	Experimental	84	C++
61	ChenglongChen/tensorflow-DTN A Tensorflow implementation of Domain Transfer Network.	29	Experimental	7	Python
62	VinAIResearch/QC-StyleGAN QC-StyleGAN - Quality Controllable Image Generation and Manipulation (NeurIPS 2022)	27	Experimental	26	Python
63	kaledhoshme123/VAE-CycleGAN-MRI-CT-Scan-Images The study works on generating CT images from MRI images, where unsupervised...	27	Experimental	13	Jupyter Notebook
64	wkentaro/chainer-bicyclegan Chainer implementation of "Toward Multimodal Image-to-Image Translation".	25	Experimental	7	Python
65	RuiyangJu/Efficient_Document_Image_Binarization [APSIPA ASC 2025] MFE-GAN: Efficient GAN-based Framework for Document Image...	25	Experimental	3	Python
66	XuyangGuo/STD-GAN Instance-level Facial Attributes Editing (CVIU 2021)	24	Experimental	15	Python
67	scksh/Thermal-CycleGAN Image-to-Image Translation in PyTorch	23	Experimental	2	Python
68	Btlmd/jittor-GAN-jittor_TSIT A jittor implementation of TSIT for jittor AI contest.	23	Experimental	3	Python
69	NilouAp/StyleGAN_for_Face_Frontalization Identity-Preserving Face Frontalization with StyleGAN on CMU Multi-PIE	22	Experimental	16	Python
70	burklight/GANcedonia Implementation of a cycle consistency GAN for object transfiguration applied...	22	Experimental	2	Python
71	devesh1611singh/Cycle-WGAN CycleGANs suffer from mode collapse and semantic errors. Two models -...	20	Experimental	5	Python
72	raven38/image_edit Demos of neural image editing	20	Experimental	11	Python
73	xup6fup/MxNetR-CycleGAN A model that can translate image from domain A to domain B.	19	Experimental	3	R
74	khanovico/cifar-TrGAN-torch CIFAR10 image generation using fully-transformer-GAN with pytorch	19	Experimental	3	Python
75	nekitmm/StyleGan2 Unofficial implementation of StyleGan2 paper	19	Experimental	4	Jupyter Notebook
76	sfwyly/UNIT Reproducing "Unsupervised Image-to-Image Translation Networks" by tensorflow 2.0	18	Experimental	2	Python
77	PetruninAlex/Sketch2Real Realization of portraits in pytorch	13	Experimental	11	Python
78	MoshPe/InpaintGAN Generate image inpainting with adversarial edge learning	11	Experimental	—	Python
79	ChengsjCV/SUGAN SUGAN：A Stable U-Net based Generative Adversarial Network	11	Experimental	3	Python
80	HilaManor/Generative-deep-features Students Project at the Technion for generating natural looking images from...	10	Experimental	2	Python

Comparisons in this category

contrastive-unpaired-translation and DCLGAN (50 vs 45)