Open-Awesome
CategoriesAlternativesStacksSelf-HostedExplore
Open-Awesome

© 2026 Open-Awesome. Curated for the developer elite.

TermsPrivacyAboutGitHubRSS
  1. Home
  2. Tags
  3. Gan

Gan

21 projects

Showing 21 of 21 projects

annotated_deep_learning_paper_implementations
annotated_deep_learning_paper_implementationsPython

A collection of 60+ annotated PyTorch implementations of deep learning papers with side-by-side explanatory notes.

#transformer#educational#deep-learning
Stars67.2k
Forks6.8k
Last commit6 months ago
DragGAN
DragGANPython

Interactive point-based manipulation tool for editing GAN-generated images by dragging points to target positions.

#siggraph#image-editing#point-based-manipulation
Stars35.8k
Forks3.4k
Last commit2 years ago
Fashion-MNIST
Fashion-MNISTPython

A drop-in replacement for the MNIST dataset, featuring 70,000 Zalando fashion article images for benchmarking machine learning algorithms.

#zalando#deep-learning#neural-networks
Stars12.8k
Forks3.1k
Last commit4 years ago
Policy Gradient
Policy GradientPython

A TensorFlow-based deep learning and reinforcement learning library designed for researchers and engineers, offering customizable neural layers.

#neural-network#a3c#high-performance
Stars7.4k
Forks1.6k
Last commit3 years ago
TensorLayer
TensorLayerPython

A TensorFlow-based deep learning and reinforcement learning library designed for researchers and engineers with customizable neural layers.

#neural-network#model-training#a3c
Stars7.4k
Forks1.6k
Last commit3 years ago
SRGAN
SRGANPython

Implementation of SRGAN for photo-realistic single image super-resolution using generative adversarial networks.

#vgg19#image-enhancement#super-resolution
Stars3.5k
Forks812
Last commit2 years ago
Awesome Image Inpainting
Awesome Image InpaintingPython

A curated list of academic papers and resources for image and video inpainting techniques.

#ai#face-completion#research-papers
Stars2.2k
Forks271
Last commit5 months ago
PyTorch Lightning Bolts
PyTorch Lightning BoltsPython

A collection of models, callbacks, and datasets to extend PyTorch Lightning for applied AI/ML research and production.

#ai#callbacks#model-training
Stars1.8k
Forks315
Last commit6 months ago
ydata-synthetic
ydata-syntheticJupyter Notebook

A Python package for generating synthetic tabular and time-series data using state-of-the-art generative models like GANs and Gaussian Mixtures.

#python-library#training-data#datagenerator
Stars1.6k
Forks258
Last commit3 months ago
burness/chinese_hand_write_rec
burness/chinese_hand_write_recPython

A collection of TensorFlow tutorials and examples covering image classification, GANs, text classification, and model deployment.

#infogan#text-classification#flask
Stars1.1k
Forks542
Last commit7 years ago
Molecular design
Molecular design

A curated collection of research papers on molecular and material design using generative AI and deep learning techniques.

#deep-generative-models#deep-learning#molecular-design
Stars946
Forks119
Last commit1 day ago
LLVIP
LLVIPJupyter Notebook

A visible-infrared paired dataset for low-light vision tasks like pedestrian detection, image fusion, and image-to-image translation.

#low-light-vision#image-fusion#image-translation
Stars838
Forks75
Last commit11 months ago
GAN-CLS
GAN-CLSPython

TensorFlow implementation of GAN-CLS algorithm for generating images from text descriptions using adversarial networks.

#text-to-image#tensorlayer#deep-learning
Stars599
Forks161
Last commit5 years ago
TabGAN
TabGANPython

A Python library for generating high-quality synthetic tabular data using GANs, diffusion models, and large language models.

#gans#privacy-preservation#train-dataframe
Stars572
Forks82
Last commit3 months ago
SimGAN-Captcha
SimGAN-CaptchaJupyter Notebook

An AI-powered captcha solver using SimGAN to generate synthetic training data without manual labeling.

#neural-network#simgan#synthetic-data
Stars438
Forks80
Last commit2 years ago
DCGAN
DCGANPython

A minimal implementation of Deep Convolutional Generative Adversarial Networks (DCGAN) using TensorLayerX for generating realistic images.

#tensorlayer#tensorlayerx#deep-learning
Stars342
Forks112
Last commit3 years ago
joliGEN
joliGENPython

An integrated framework for training custom generative AI image-to-image models using GANs, Diffusion, and Consistency Models.

#image-to-image#deep-learning#rest-api
Stars286
Forks40
Last commit8 days ago
Awesome Makeup Transfer
Awesome Makeup Transfer

A curated list of resources for makeup and hairstyle transfer research using computer vision and generative AI.

#makeup-transfer#research-papers#hairstyle-transfer
Stars280
Forks41
Last commit7 months ago
Improved CycleGAN
Improved CycleGANPython

A TensorLayer re-implementation of CycleGAN with improvements like resize-convolution and instance normalization.

#image-translation#resize-convolution#cyclegan
Stars88
Forks27
Last commit8 years ago
im2im
im2imPython

An implementation of unsupervised image-to-image translation using Generative Adversarial Networks (GANs).

#image-to-image#image-translation#tensorlayer
Stars72
Forks16
Last commit6 years ago
NALP
NALPPython

NALP is a Python library for natural language processing and adversarial learning, from embeddings to neural networks.

#python-library#neural-networks#text-generation
Stars25
Forks8
Last commit6 months ago

Related Tags

#Deep Learning17#Machine Learning13#Computer Vision12#Tensorflow9#Generative Adversarial Networks8#Tensorlayer7#Diffusion Models5#Generative Adversarial Network5#Neural Networks5#Python5#Generative Ai4#Image Processing4
Community-curated · Updated weekly · 100% open source

Found a gem we're missing?

Open-Awesome is built by the community, for the community. Submit a project, suggest an awesome list, or help improve the catalog on GitHub.

Submit a projectStar on GitHub