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Top 65 generative-adversarial-networks open source projects

Genre Shapehd
Code and Data Release for GenRe (NeurIPS 2018) and ShapeHD (ECCV 2018)
Keras Srgan
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network implemented in Keras
Pose2pose
This is a pix2pix demo that learns from pose and translates this into a human. A webcam-enabled application is also provided that translates your pose to the trained pose. Everybody dance now !
High Fidelity Generative Compression
Pytorch implementation of High-Fidelity Generative Image Compression + Routines for neural image compression
Repo 2018
Deep Learning Summer School + Tensorflow + OpenCV cascade training + YOLO + COCO + CycleGAN + AWS EC2 Setup + AWS IoT Project + AWS SageMaker + AWS API Gateway + Raspberry Pi3 Ubuntu Core
Gan Mri
Code repository for Frontiers article 'Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT'
Generative adversarial networks 101
Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.
Steganogan
SteganoGAN is a tool for creating steganographic images using adversarial training.
Gdwct
Official PyTorch implementation of GDWCT (CVPR 2019, oral)
Energy based generative models
PyTorch code accompanying our paper on Maximum Entropy Generators for Energy-Based Models
Ylg
[CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".
Sam
Official Implementation for "Only a Matter of Style: Age Transformation Using a Style-Based Regression Model"
Tbgan
Project Page of 'Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks'
Giqa
Pytorch implementation of Generated Image Quality Assessment
Dped
Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks
Pedestrian Synthesis Gan
Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond
Geneva
Code to train and evaluate the GeNeVA-GAN model for the GeNeVA task proposed in our ICCV 2019 paper "Tell, Draw, and Repeat: Generating and modifying images based on continual linguistic instruction"
Keras Gan
Keras implementations of Generative Adversarial Networks.
Handwriting recogition using adversarial learning
[CVPR 2019] "Handwriting Recognition in Low-resource Scripts using Adversarial Learning ”, IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2019.
Csmri Refinement
Code for "Adversarial and Perceptual Refinement Compressed Sensing MRI Reconstruction"
Collaborative Gan Sampling
[AAAI20] TensorFlow implementation of the Collaborative Sampling in Generative Adversarial Networks
Delving Deep Into Gans
Generative Adversarial Networks (GANs) resources sorted by citations
Big Sleep
A simple command line tool for text to image generation, using OpenAI's CLIP and a BigGAN
Deblur Gan
Keras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"
Pluralistic Inpainting
CVPR 2019: "Pluralistic Image Completion"
Mimicry
[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
Enlightengan
[IEEE TIP'2021] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang
Pytorch Gans
My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.
3d Sdn
[NeurIPS 2018] 3D-Aware Scene Manipulation via Inverse Graphics
transganformer
Implementation of TransGanFormer, an all-attention GAN that combines the finding from the recent GanFormer and TransGan paper
fusion gan
Codes for the paper 'Learning to Fuse Music Genres with Generative Adversarial Dual Learning' ICDM 17
Diverse-Structure-Inpainting
CVPR 2021: "Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAE"
generative deep learning
Generative Deep Learning Sessions led by Anugraha Sinha (Machine Learning Tokyo)
edge2view
This is a pix2pix demo that learns from edge and translates this into view. A interactive application is also provided that translates edge to view.
cfg-gan
CFG-GAN: Composite functional gradient learning of generative adversarial models
stylegan-v
[CVPR 2022] StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2
1-60 of 65 generative-adversarial-networks projects