Generative Adversarial Networks

annotated_deep_learning_paper_implementationsPython

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

Awesome GAN applications

A curated list of awesome Generative Adversarial Network (GAN) applications and demonstrations across various domains.

[Web]Python

Original implementation and hyperparameters for the 2014 paper "Generative Adversarial Networks" (GANs).

burness/chinese_hand_write_recPython

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

TF-GANJupyter Notebook

A lightweight TensorFlow library for training and evaluating Generative Adversarial Networks (GANs).

sganPython

A PyTorch implementation of Social GAN for predicting socially acceptable human trajectories using generative adversarial networks.

LLVIPJupyter Notebook

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

GAN-CLSPython

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

TabGANPython

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

DCGANPython

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

DAGANPython

A deep learning model using generative adversarial networks for fast compressed sensing MRI reconstruction.

Awesome Generative Modeling

A curated archive of research papers and resources on generative modeling, covering GANs, image synthesis, 3D generation, and applications.

Image-to-Image Translation with Conditional Adversarial NetworksPython

Keras implementation of Pix2pix for image-to-image translation using conditional adversarial networks.

XMC-GANPython

Official JAX implementation of XMC-GAN for text-to-image generation using cross-modal contrastive learning.

Improved CycleGANPython

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

im2imPython

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