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 57 gan image synthesis tools tracked. The highest-rated is PrasannaPulakurthi/MMD-AdversarialNAS-GAN at 33/100 with 6 stars.

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#	Tool	Score	Tier	Stars	Language
1	PrasannaPulakurthi/MMD-AdversarialNAS-GAN Enhancing GAN Performance Through Neural Architecture Search and Tensor Decomposition	33	Emerging	6	Python
2	gperdrizet/GANNs-with-friends Distributed deep learning demo using DCGANNs for bootcamp students	28	Experimental	—	Jupyter Notebook
3	samresume/SeriesGAN We introduce an advanced framework that integrates the advantages of an...	27	Experimental	10	Jupyter Notebook
4	aakashjhawar/AvatarGAN Generate Cartoon Images using Generative Adversarial Network	27	Experimental	65	Jupyter Notebook
5	davide-abbattista/outGANfit outGANfit - a cDCGANs-based architecture	26	Experimental	5	Python
6	nazmul-karim170/SPI-GAN PyTorch Implementation of "SPI-GAN: Towards Single-Pixel Imaging through...	26	Experimental	27	Python
7	abhi227070/Image-Generation-Using-GAN-Gen-AI-Project- Gen AI uses GANs to generate CIFAR-10-like images. The custom GAN model...	25	Experimental	28	Jupyter Notebook
8	veith4f/kubeflow-evaluation This is an evaluation of various ai techniques geared around kubeflow and...	25	Experimental	5	Jupyter Notebook
9	DeanHazineh/Deep-Learning-Color-for-Manga Implements the Pix2Pix TF architecture (cGAN for image translation) in...	25	Experimental	12	Python
10	blutjens/eie-earth-public Official repo for 'Generating Physically-Consistent Satellite Imagery for...	24	Experimental	27	Jupyter Notebook
11	asmaends/Manga-Panel-LayoutGAN 🎨 Generate unique manga panel layouts using LayoutGAN++, enhancing...	24	Experimental	2	Python
12	manyaafonso/ultrasound_denoising_GAN Demo to use GANs for denoising and synthesising ultrasound images	24	Experimental	4	Jupyter Notebook
13	maymiled/WGan-GP PyTorch implementation of WGAN-GP with advanced latent space sampling (DOT,...	23	Experimental	1	Python
14	muxamilian/city-gan City-GAN is a Generative Adversarial Neural Network that generates typical...	23	Experimental	19	Python
15	Akettle44/SRGAN-PyTorch SRGAN re-implementation in PyTorch. Original paper: https://arxiv.org/pdf/1609.04802	22	Experimental	1	Python
16	goldteaa/pix2pix-face-sketch-to-photo Sketch-to-photo synthesis using a Pix2Pix GAN trained on the CUFS face...	22	Experimental	—	Jupyter Notebook
17	DinhLucent/GAN-Generative-Adversarial-Networks Implementation and notes for GAN architectures from Coursera.	22	Experimental	—	Jupyter Notebook
18	wHunta/Custom-image-generator-from-0-to-9 🎨 Create custom digit images using a Conditional GAN trained on the MNIST...	22	Experimental	—	Jupyter Notebook
19	Devanik21/GANs Welcome to GAN Studio, a sophisticated, high-performance framework designed...	22	Experimental	—	Python
20	samresume/ChronoGAN This advanced framework integrates the benefits of an Autoencoder-generated...	21	Experimental	10	Jupyter Notebook
21	alessandramnzs/mnist-gen-ai-cdcgan A PyTorch implementation of a Conditional DCGAN (cDCGAN) trained on MNIST,...	19	Experimental	—	Python
22	angeluriot/Generative_adversarial_network A deep learning model that can create high quality images by training on a dataset.	17	Experimental	52	Python
23	Snigdho8869/AI-Generative-Models-Notebooks-DCGAN-VAE-Autoencoder This repository contains notebooks showcasing various generative models,...	16	Experimental	3	Jupyter Notebook
24	zahramh99/generative-ai-from-scratch building a Generative AI model using Generative Adversarial Networks (GANs).	16	Experimental	1	Python
25	koesan/Manga-Panel-LayoutGAN AI-powered manga panel layout generator using LayoutGAN++. Automatically...	16	Experimental	1	Python
26	maoqiangqiang/SmokeClassification Smoke Classification Using Transfer Learning ang GenAI with Distributed...	16	Experimental	1	Python
27	StafLoker/afgan Generate anime faces with AI	15	Experimental	—	Jupyter Notebook
28	theveryhim/PixelCNN autoregressive generation on binarized MNIST, drawing from the paper "Pixel...	15	Experimental	—	Jupyter Notebook
29	farzeennimran/AI-Enhanced-Super-Resolution-for-Astronomical-Data Using AI Super Resolution models to enhance low resolution space images to...	14	Experimental	—	Python
30	Dhia-naouali/GANs-Topography conducting ablation study on most common Generative Adversarial Netwroks in...	14	Experimental	3	Python
31	TrixiePhany/GAN-HistoricalArt-Restoration It is a deep learning model used to restore and enhance faces in old photos...	14	Experimental	4	Jupyter Notebook
32	Thatimmorsit/generative-adversarial-network A simple Generative Adversarial Network (GAN) implemented in PyTorch for...	14	Experimental	—	Python
33	ImtiazShuvo/conditional-gan-image-generation Implementation of a Conditional GAN (cGAN) in TensorFlow/Keras for...	14	Experimental	—	Jupyter Notebook
34	Asereardscon3/Generative-Adversarial-Lab A research-focused playground for experimenting with state-of-the-art GAN...	14	Experimental	—	Python
35	matin-ghorbani/Fashion-Mnist-GAN Implement a GAN for Fashion Mnist dataset to generate digits	13	Experimental	8	Jupyter Notebook
36	matin-ghorbani/Celeb-a-GAN-tensorflow Implement a GAN for Celeb_a dataset to generate celebrities faces with...	13	Experimental	8	Jupyter Notebook
37	Arivima/LeWagon_Pokedex Deep learning classification and generation of pocket monster	13	Experimental	2	Python
38	PrasannaPulakurthi/MMD-PMish-NAS-GAN First GAN compression via NAS + Adaptive Tensor Decomposition	12	Experimental	1	Python
39	Yousra-Chahinez/generate_Arabic_calligraphy_GANs The repository contains the code and datasets for Arabic Calligraphy generation task.	12	Experimental	4	Jupyter Notebook
40	BhargavBJ/Custom-image-generator-from-0-to-9 🎨 Custom Image Generator (0–9) A hands-on Conditional GAN (cGAN) that...	12	Experimental	1	Jupyter Notebook
41	davide-coccomini/GAN-Universe This repository contains part of the code used to make the images visible in...	12	Experimental	12	Python
42	fergalriordan/CycleGAN_D2N Master's Research Project applying CycleGAN to day-to-night image...	11	Experimental	—	Python
43	samresume/AVATAR We introduce AVATAR, a framework that combines Adversarial Autoencoders...	11	Experimental	2	Jupyter Notebook
44	Omanshu209/Generative-AI Generative Adversarial Networks (Vanilla GAN, DCGAN)	11	Experimental	2	Jupyter Notebook
45	codebywiam/anime-dcgan A complete walkthrough to generate anime faces using Deep Convolutional GANs...	11	Experimental	—	Python
46	zzbuzzard/Ganorama Zero-shot panorama + big image generation with GANs!	11	Experimental	—	Python
47	edouardfoussier/lewagon-pokedex Deep Learning Classification and Generation of Pocket Monsters!	11	Experimental	—	Python
48	theveryhim/RBM Exercising a Restricted boltzman machine(RBM) to generate MNIST images	11	Experimental	—	Jupyter Notebook
49	msaadx/Generative-Adversarial-Network-Generating-Fake-Signatures This repository implements a Generative Adversarial Network (GAN) for...	11	Experimental	—	Jupyter Notebook
50	rayyanaamir22/Butterfly-DCGAN Deep Convolutional Generative Adversarial Network, specialized to generate...	11	Experimental	—	Jupyter Notebook
51	dimiz51/PetsArtistGAN PetsArtistGAN is a deep learning project that focuses on generating artistic...	11	Experimental	2	Python
52	nisarnabeel/Dataset-GAN-Augmented-mmWave-CSI-for-improved-pose-classification This refers to the dataset of the paper CSI4Free: GAN-Augmented mmWave CSI...	10	Experimental	4	Python
53	JHansiduYapa/DCGAN-Image-Generation-from-Scratch Implementation of a DCGAN using PyTorch to generate realistic images from...	10	Experimental	1	Jupyter Notebook
54	MOSTAFA1172m/mnist-vanilla-gan A PyTorch implementation of a Vanilla Generative Adversarial Network (GAN)...	10	Experimental	1	Jupyter Notebook
55	VaJavorek/livergan Image Domain Transfer with CycleGAN	10	Experimental	1	Jupyter Notebook
56	nikitosssobur/GANs-and-Roses This repository is created for my implementations and experiments of GANs...	10	Experimental	1	MATLAB
57	ersinaksar/Generative-Adversarial-Networks_Real-AI-Dream Producing real AI Dream with GAN	10	Experimental	1	—

Comparisons in this category

SeriesGAN and ChronoGAN (27 vs 21)