398 Open source projects that are alternatives of or similar to Dvbpr

GANs for time series generation in pytorch

GAAL-based Outlier Detection

The authors' implementation of Unsupervised Adversarial Learning of 3D Human Pose from 2D Joint Locations

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

Reconstruction of three-dimensional porous media using generative adversarial neural networks

Awesome GAN for Medical Imaging

Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation"

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

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

Masking GAN - Image attribute mask generation

Code for "A-NICE-MC: Adversarial Training for MCMC"

videos, lectures, blogs for Deep Learning

chainer implementation of pix2pix

Tensorflow re-implementation of GAN for text summarization

Official Implementation of the paper "A U-Net Based Discriminator for Generative Adversarial Networks" (CVPR 2020)

Projecting images to latent space with StyleGAN2.

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

Natural and Realistic Single Image Super-Resolution with Explicit Natural Manifold Discrimination (CVPR, 2019)

Semantic Image Inpainting

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation

Tensorflow implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Adversarial Networks (cDCGAN) for MANIST dataset.

An official PyTorch implementation of the paper "Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language", NeurIPS 2018

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

SpecGAN - generate audio with adversarial training

in progress

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

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

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

Handwritten Chinese Characters Generation

Official PyTorch implementation of NICE-GAN: Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation

Generative Probabilistic Novelty Detection with Adversarial Autoencoders

A web porting for NVlabs' StyleGAN.

Anime Generation

Using Machine Learning to predict the type of exercise from movement data

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

A Pytorch implementation of Stylegan2 with UNet Discriminator

Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.

Machine Learning and having it Deep and Structured (MLDS) in 2018 spring

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.

Page to PAGE Layout Analysis Tool

Spectral Normalization for Keras Dense and Convolution Layers

Tensorflow Implementation on "The Cramer Distance as a Solution to Biased Wasserstein Gradients" (https://arxiv.org/pdf/1705.10743.pdf)

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

Example projects I completed to understand Deep Learning techniques with Tensorflow. Please note that I do no longer maintain this repository.

[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation

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

[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions

[ECCV 2020 Spotlight] A Simple and Versatile Framework for Image-to-Image Translation

Privacy-preserving generative deep neural networks support clinical data sharing

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

Disentangled Makeup Transfer with Generative Adversarial Network

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

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

🎎 InfoGAN: Interpretable Representation Learning

GeneGAN: Learning Object Transfiguration and Attribute Subspace from Unpaired Data

Focal Frequency Loss for Generative Models

The implementation code for "DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction"

A list of all named GANs!