806 Open source projects that are alternatives of or similar to Ranksrgan

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

rectorch is a pytorch-based framework for state-of-the-art top-N recommendation

Code for "KBGAN: Adversarial Learning for Knowledge Graph Embeddings" https://arxiv.org/abs/1711.04071

Conversational AI Reading Materials

3DGAN-Pytorch

A minimal implementaion (less than 150 lines of code with visualization) of DCGAN/WGAN in PyTorch with jupyter notebooks

A variant of the Self Attention GAN named: FAGAN (Full Attention GAN)

Plug-and-Play Image Restoration with Deep Denoiser Prior (PyTorch)

Train DCGAN with TPUs on Google Cloud

cGAN-based Multi Organ Nuclei Segmentation

PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

Meta-Transfer Learning for Zero-Shot Super-Resolution (CVPR, 2020)

CVPR2019 (oral) Modulating Image Restoration with Continual Levels via Adaptive Feature Modification Layers (AdaFM). PyTorch implementation

in progress

Tensorflow implementation for Paper "Learning Residual Images for Face Attribute Manipulation"

Image Deblurring using Generative Adversarial Networks

Keras implementation of Deep Convolutional Generative Adversarial Networks

Code base for the precision, recall, density, and coverage metrics for generative models. ICML 2020.

StoryGAN: A Sequential Conditional GAN for Story Visualization

Replace faces in a video with imaginary persons generated by a progressive GAN deep neural network

Test implementation of Deeply-Recursive Convolutional Network for Image Super-Resolution

Voice Conversion with GANs

Official Pytorch Implementation for Trinity of Pixel Enhancement: a Joint Solution for Demosaicing, Denoising and Super-Resolution

🔥3D-RecGAN in Tensorflow (ICCV Workshops 2017)

Project Page of 'Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks'

Software that can autocomplete sketches as the user starts drawing.

🙄 Difficult algorithm, Simple code.

Scale-wise Convolution for Image Restoration

PyTorch implementation of our ICCV 2019 paper: Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis

[CVPR 2018] Tensorflow implementation of NAG : Network for Adversary Generation

VocGAN: A High-Fidelity Real-time Vocoder with a Hierarchically-nested Adversarial Network

Unsupervised Neural Text Simplification

A Pytorch implemented Deep SR-ITM (ICCV2019)

Image De-raining Using a Conditional Generative Adversarial Network

Tensorflow implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks"

Code for paper "SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis"

Real-time video quality improvement for applications such as video-chat using Perceptual Losses

Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

Toolbox of models, callbacks, and datasets for AI/ML researchers.

Creats new kinds of pokemons using WGAN!

Multimodal Unsupervised Image-to-Image Translation

Pytorch implementation of "One-Sided Unsupervised Domain Mapping" NIPS 2017

Caffe implementation of "Fast and Accurate Single Image Super-Resolution via Information Distillation Network" (CVPR 2018)

This project is an implementation of the Generative Adversarial Network proposed in our CVPR 2017 paper - DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data. DeLiGAN is a simple but effective modification of the GAN framework and aims to improve performance on datasets which are diverse yet small in size.

Tensorflow re-implementation of GAN for text summarization

Personalized Fashion Recommendation and Generation

GAAL-based Outlier Detection

PyTorch implementation of 1712.06087 "Zero-Shot" Super-Resolution using Deep Internal Learning

It is a re-implementation of paper named "Deep Video Super-Resolution Network Using Dynamic Upsampling Filters Without Explicit Motion Compensation" called VSR-DUF model. There are both training codes and test codes about VSR-DUF based tensorflow.

A Pytorch implementation for the ZeroSpeech 2019 challenge.

Material for the tutorial: "Deep Diving into GANs: from theory to production"

A pytorch implementation of pix2pix + BEGAN (Boundary Equilibrium Generative Adversarial Networks)

Code for the paper: Benhenda, M. 2017. ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity? arXiv preprint arXiv:1708.08227.

Pytorch implementation of "SinGAN: Learning a Generative Model from a Single Natural Image"

Facial Expression Editing with Controllable Expression Intensity

A pure PHP library for reading and writing project management files

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

🔥3D-RecGAN++ in Tensorflow (TPAMI 2018)

Image, GIF and Video enlarger/upscaler achieved with waifu2x and Anime4K. [NO LONGER UPDATED]