GAN Image Synthesis Generative AI Tools

Deep learning projects implementing GANs and conditional GANs for generating, transforming, and synthesizing images from various datasets. Does NOT include general text-to-image generation, video synthesis, or non-GAN based image processing tools.

There are 84 gan image synthesis tools tracked. The highest-rated is PrasannaPulakurthi/MMD-AdversarialNAS-GAN at 40/100 with 6 stars.

Get all 84 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	PrasannaPulakurthi/MMD-AdversarialNAS-GAN Enhancing GAN Performance Through Neural Architecture Search and Tensor Decomposition	40	Emerging	6	Python
2	aakashjhawar/AvatarGAN Generate Cartoon Images using Generative Adversarial Network	34	Emerging	65	Jupyter Notebook
3	samresume/SeriesGAN We introduce an advanced framework that integrates the advantages of an...	34	Emerging	10	Jupyter Notebook
4	nazmul-karim170/SPI-GAN PyTorch Implementation of "SPI-GAN: Towards Single-Pixel Imaging through...	33	Emerging	27	Python
5	davide-abbattista/outGANfit outGANfit - a cDCGANs-based architecture	33	Emerging	5	Python
6	abhi227070/Image-Generation-Using-GAN-Gen-AI-Project- Gen AI uses GANs to generate CIFAR-10-like images. The custom GAN model...	32	Emerging	28	Jupyter Notebook
7	veith4f/kubeflow-evaluation This is an evaluation of various ai techniques geared around kubeflow and...	32	Emerging	5	Jupyter Notebook
8	DeanHazineh/Deep-Learning-Color-for-Manga Implements the Pix2Pix TF architecture (cGAN for image translation) in...	32	Emerging	12	Python
9	blutjens/eie-earth-public Official repo for 'Generating Physically-Consistent Satellite Imagery for...	31	Emerging	27	Jupyter Notebook
10	manyaafonso/ultrasound_denoising_GAN Demo to use GANs for denoising and synthesising ultrasound images	31	Emerging	4	Jupyter Notebook
11	gperdrizet/GANNs-with-friends Distributed deep learning demo using DCGANNs for bootcamp students	30	Emerging	—	Jupyter Notebook
12	muxamilian/city-gan City-GAN is a Generative Adversarial Neural Network that generates typical...	30	Emerging	19	Python
13	Akettle44/SRGAN-PyTorch SRGAN re-implementation in PyTorch. Original paper: https://arxiv.org/pdf/1609.04802	29	Experimental	1	Python
14	samresume/ChronoGAN This advanced framework integrates the benefits of an Autoencoder-generated...	28	Experimental	10	Jupyter Notebook
15	asmaends/Manga-Panel-LayoutGAN 🎨 Generate unique manga panel layouts using LayoutGAN++, enhancing...	25	Experimental	2	Python
16	angeluriot/Generative_adversarial_network A deep learning model that can create high quality images by training on a dataset.	24	Experimental	52	Python
17	Snigdho8869/AI-Generative-Models-Notebooks-DCGAN-VAE-Autoencoder This repository contains notebooks showcasing various generative models,...	23	Experimental	3	Jupyter Notebook
18	maymiled/WGan-GP PyTorch implementation of WGAN-GP with advanced latent space sampling (DOT,...	23	Experimental	1	Python
19	maoqiangqiang/SmokeClassification Smoke Classification Using Transfer Learning ang GenAI with Distributed...	23	Experimental	1	Python
20	Devanik21/GANs Welcome to GAN Studio, a sophisticated, high-performance framework designed...	22	Experimental	—	Python
21	DinhLucent/GAN-Generative-Adversarial-Networks Implementation and notes for GAN architectures from Coursera.	22	Experimental	—	Jupyter Notebook
22	alessandramnzs/mnist-gen-ai-cdcgan A PyTorch implementation of a Conditional DCGAN (cDCGAN) trained on MNIST,...	21	Experimental	—	Python
23	zahramh99/generative-ai-from-scratch building a Generative AI model using Generative Adversarial Networks (GANs).	21	Experimental	1	Python
24	wHunta/Custom-image-generator-from-0-to-9 🎨 Create custom digit images using a Conditional GAN trained on the MNIST...	21	Experimental	—	Jupyter Notebook
25	TrixiePhany/GAN-HistoricalArt-Restoration It is a deep learning model used to restore and enhance faces in old photos...	21	Experimental	4	Jupyter Notebook
26	Dhia-naouali/GANs-Topography conducting ablation study on most common Generative Adversarial Netwroks in...	20	Experimental	3	Python
27	Arivima/LeWagon_Pokedex Deep learning classification and generation of pocket monster	20	Experimental	2	Python
28	matin-ghorbani/Fashion-Mnist-GAN Implement a GAN for Fashion Mnist dataset to generate digits	20	Experimental	8	Jupyter Notebook
29	matin-ghorbani/Celeb-a-GAN-tensorflow Implement a GAN for Celeb_a dataset to generate celebrities faces with...	20	Experimental	8	Jupyter Notebook
30	PrasannaPulakurthi/MMD-PMish-NAS-GAN First GAN compression via NAS + Adaptive Tensor Decomposition	19	Experimental	1	Python
31	Yousra-Chahinez/generate_Arabic_calligraphy_GANs The repository contains the code and datasets for Arabic Calligraphy generation task.	19	Experimental	4	Jupyter Notebook
32	goldteaa/pix2pix-face-sketch-to-photo Sketch-to-photo synthesis using a Pix2Pix GAN trained on the CUFS face...	19	Experimental	—	Jupyter Notebook
33	davide-coccomini/GAN-Universe This repository contains part of the code used to make the images visible in...	19	Experimental	12	Python
34	dimiz51/PetsArtistGAN PetsArtistGAN is a deep learning project that focuses on generating artistic...	18	Experimental	2	Python
35	BhargavBJ/Custom-image-generator-from-0-to-9 🎨 Custom Image Generator (0–9) A hands-on Conditional GAN (cGAN) that...	18	Experimental	1	Jupyter Notebook
36	samresume/AVATAR We introduce AVATAR, a framework that combines Adversarial Autoencoders...	18	Experimental	2	Jupyter Notebook
37	Omanshu209/Generative-AI Generative Adversarial Networks (Vanilla GAN, DCGAN)	18	Experimental	2	Jupyter Notebook
38	koesan/Manga-Panel-LayoutGAN AI-powered manga panel layout generator using LayoutGAN++. Automatically...	18	Experimental	1	Python
39	MOSTAFA1172m/mnist-vanilla-gan A PyTorch implementation of a Vanilla Generative Adversarial Network (GAN)...	17	Experimental	1	Jupyter Notebook
40	JHansiduYapa/DCGAN-Image-Generation-from-Scratch Implementation of a DCGAN using PyTorch to generate realistic images from...	17	Experimental	1	Jupyter Notebook
41	ersinaksar/Generative-Adversarial-Networks_Real-AI-Dream Producing real AI Dream with GAN	17	Experimental	1	—
42	nisarnabeel/Dataset-GAN-Augmented-mmWave-CSI-for-improved-pose-classification This refers to the dataset of the paper CSI4Free: GAN-Augmented mmWave CSI...	17	Experimental	4	Python
43	StafLoker/afgan Generate anime faces with AI	17	Experimental	—	Jupyter Notebook
44	nikitosssobur/GANs-and-Roses This repository is created for my implementations and experiments of GANs...	17	Experimental	1	MATLAB
45	theveryhim/PixelCNN autoregressive generation on binarized MNIST, drawing from the paper "Pixel...	17	Experimental	—	Jupyter Notebook
46	VaJavorek/livergan Image Domain Transfer with CycleGAN	17	Experimental	1	Jupyter Notebook
47	Asereardscon3/Generative-Adversarial-Lab A research-focused playground for experimenting with state-of-the-art GAN...	14	Experimental	—	Python
48	ImtiazShuvo/conditional-gan-image-generation Implementation of a Conditional GAN (cGAN) in TensorFlow/Keras for...	14	Experimental	—	Jupyter Notebook
49	fergalriordan/CycleGAN_D2N Master's Research Project applying CycleGAN to day-to-night image...	13	Experimental	—	Python
50	msaadx/Generative-Adversarial-Network-Generating-Fake-Signatures This repository implements a Generative Adversarial Network (GAN) for...	13	Experimental	—	Jupyter Notebook
51	Thatimmorsit/generative-adversarial-network A simple Generative Adversarial Network (GAN) implemented in PyTorch for...	13	Experimental	—	Python
52	codebywiam/anime-dcgan A complete walkthrough to generate anime faces using Deep Convolutional GANs...	13	Experimental	—	Python
53	zzbuzzard/Ganorama Zero-shot panorama + big image generation with GANs!	13	Experimental	—	Python
54	edouardfoussier/lewagon-pokedex Deep Learning Classification and Generation of Pocket Monsters!	13	Experimental	—	Python
55	theveryhim/RBM Exercising a Restricted boltzman machine(RBM) to generate MNIST images	13	Experimental	—	Jupyter Notebook
56	rayyanaamir22/Butterfly-DCGAN Deep Convolutional Generative Adversarial Network, specialized to generate...	13	Experimental	—	Jupyter Notebook
57	hanifsyarubany/CT-Scan-Image-Denoising-using-CycleGAN-and-Noise2Score 📄This repository compares CycleGAN and Noise2Score for CT image denoising...	12	Experimental	1	Jupyter Notebook
58	isatyamks/gan DCGAN that learns to synthesize realistic human faces from the CelebA dataset.	12	Experimental	1	Python
59	kevinMEH/simple-stylegan A simple implementation of the StyleGAN.	12	Experimental	6	Python
60	LittleFish-Coder/yyds-dance-generator NCKU 2nd GDSC AI Project - Yang Yang Dance Simulator	12	Experimental	7	Jupyter Notebook
61	MohaYass92/GAN-for-MNIST-Digit-Generation Generative Adversarial Network (GAN) implemented using TensorFlow to...	12	Experimental	2	Jupyter Notebook
62	ahmeterdempmk/GIF-Generation-With-DCGAN A GIF generation work with TensorFlow DCGAN that uses MNIST dataset.	11	Experimental	3	Jupyter Notebook
63	Suhani-Lalla/DigitGenerator-GAN A Generative Adversarial Network (GAN) project designed to generate...	11	Experimental	—	Jupyter Notebook
64	vercetti322/DCGAN An analysis of DCGAN architecture implementation on celebA dataset (200k...	11	Experimental	—	Jupyter Notebook
65	dawidemmm/hand-gesture-image-generation The project aims to investigate the influence of classifier training on...	11	Experimental	—	Python
66	msaadx/Cycle-GAN-Face2Sketch2Face This repository contains a PyTorch implementation of CycleGAN for converting...	11	Experimental	—	Jupyter Notebook
67	HayatiYrtgl/Art_by_DCGAN This code sets up and trains a GAN to generate artwork images using Keras...	11	Experimental	—	Python
68	IgorSadoune/bidnet Repo to replicate the study: Implementing a Hierarchical Deep Learning...	11	Experimental	—	Python
69	Mark-Barbaric/Generative-Adversarial-Networks-GANs-Specialization Repository relating to the Coursera Course Generative Adversarial Networks	11	Experimental	—	Jupyter Notebook
70	msaadx/RaLSGAN-Image-Generation This repository contains an implementation of a Relativistic Average Least...	11	Experimental	—	Jupyter Notebook
71	AmirDeghatipour/Generative-AI Simple PyTorch Implementation of some GenerativeAI algorithms	11	Experimental	—	Jupyter Notebook
72	MrCosta57/foodGAN An implementation of one personal project to gain experience with Generative...	11	Experimental	—	Jupyter Notebook
73	maizabros/C-StyleGAN2_FER Bachellor's Thesis "Generating labeled human faces with GANs for Facial...	11	Experimental	—	Jupyter Notebook
74	HayatiYrtgl/CGAN Condutional gan for generating images from sketch	11	Experimental	—	Python
75	farzeennimran/AI-Enhanced-Super-Resolution-for-Astronomical-Data Using AI Super Resolution models to enhance low resolution space images to...	11	Experimental	—	Python
76	iambankaratharva/Cycle-GANs Implementation of Cycle-GANs from scratch for paired image translation.	11	Experimental	—	Jupyter Notebook
77	Shah-Afraz411/DCGAN-Gemstone_Dataset_Generation DCGAN-Gemstone_Dataset_Generation	11	Experimental	1	Jupyter Notebook
78	msaadx/GAN-Image-Generation This repository contains an implementation of a Generative Adversarial...	11	Experimental	—	Jupyter Notebook
79	msaadx/DCGAN-Image-Generation This repository contains an implementation of a Deep Convolutional...	11	Experimental	—	Jupyter Notebook
80	thealekhya/Image-Generation-using-GAN This project is about implementing a GAN(Generative Adversarial Network)...	10	Experimental	1	Jupyter Notebook
81	Nishant2018/CGAN-s-Conditional-GAN-Gen.AI- Conditional Generative Adversarial Networks (CGANs) extend the capabilities...	10	Experimental	2	Jupyter Notebook
82	Sadik90/GAN-ML Generative based data augmentation for ACPs	10	Experimental	2	Jupyter Notebook
83	MuhammadTayyebHamid/Face-Sketch-Synthesis-Using-CycleGAN Implementation of CycleGAN based model from scratch on Person Face Sketch Dataset.	10	Experimental	2	Jupyter Notebook
84	kartikey2807/WGANGP-MNIST-CIFAR10 Apply WGAN-GP model for generation in MNIST and CIFAR-10 dataset.	10	Experimental	1	Python

Comparisons in this category

SeriesGAN and ChronoGAN (34 vs 28)