1242 Open source projects that are alternatives of or similar to ADL2019

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

An application tool of edge-connect, which can do anime inpainting and drawing. 动漫人物图片自动修复，去马赛克，填补，去瑕疵

Tensorflow implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network" (Ledig et al. 2017)

🦓<->🦒 🌃<->🌆 A collection of image to image papers with code (constantly updating)

Generative Adversarial Networks in Keras

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

Pytorch implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

Composable GAN framework with api and user interface

Generative Adversarial Network for single image super-resolution in high content screening microscopy images

Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation

Tensorflow implementation for Conditional Convolutional Adversarial Networks.

See Triple-GAN-V2 in PyTorch: https://github.com/taufikxu/Triple-GAN

[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs

Spectral Normalization for Keras Dense and Convolution Layers

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation

Generative Probabilistic Novelty Detection with Adversarial Autoencoders

Official Pytorch implementation of Adversarial Segmentation Loss for Sketch Colorization [ICIP 2021]

Showcasing various fun adventures with GANs

Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".

(WIP) Implementation of Creative Adversarial Networks https://arxiv.org/pdf/1706.07068.pdf

Vanilla GAN implemented on top of keras/tensorflow enabling rapid experimentation & research. Branches correspond to implementations of stable GAN variations (i.e. ACGan, InfoGAN) and other promising variations of GANs like conditional and Wasserstein.

ICCV 2019 (oral) RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution. PyTorch implementation

TriangleGAN, ACM MM 2019.

Train a StyleGAN2 model on Colaboratory to generate Steam banners.

Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/

[ACM MM 2018 Oral] GestureGAN for Hand Gesture-to-Gesture Translation in the Wild

GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]

Generative adversarial networks integrating modules from FUNIT and SPADE for face-swapping.

Everything about Generative Adversarial Networks

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution

OpenMMLab Image and Video Editing Toolbox

Tensorflow implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Netwokrs for MNIST dataset.

Unsupervised anomaly detection with generative model, keras implementation

TF implementation of our ECCV 2018 paper: Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model

DCGAN image generator 🖼️.

A stable algorithm for GAN training

Generative Adversarial Networks and Autoencoders for 3D Shapes

Coherent Semantic Attention for image inpainting(ICCV 2019)

Stochastic Adversarial Video Prediction

Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.

iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press

Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs (CVPRW 2020)

Official pytorch implementation of the IrwGAN for unaligned image-to-image translation

ArtGAN: This work presents a series of new approaches to improve Generative Adversarial Network (GAN) for conditional image synthesis and we name the proposed model as “ArtGAN”. Implementations are in Caffe/Tensorflow.

Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)

A PyTorch implementation for StyleGAN with full features.

The Implementation of paper "Controllable Person Image Synthesis with Attribute-Decomposed GAN"

FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

GIF is a photorealistic generative face model with explicit 3D geometric and photometric control.

A sketch extractor for anime/illustration.

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks

TensorFlow implementations of Wasserstein GAN with Gradient Penalty (WGAN-GP), Least Squares GAN (LSGAN), GANs with the hinge loss.

中文预训练模型生成字向量学习，测试BERT，ELMO的中文效果

A simple wrapper class for extracting features(embedding) and comparing them using BERT in TensorFlow

Explorer is a PyTorch reinforcement learning framework for exploring new ideas.

Code and dataset for Single Underwater Image Restoration by Contrastive Learning, IGARSS 2021, oral.

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace

Language Modelling Makes Sense - WSD (and more) with Contextual Embeddings

A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.