409 Open source projects that are alternatives of or similar to PESR

Code for "Training Generative Adversarial Networks with Binary Neurons by End-to-end Backpropagation"

A collection of arbitrary text to image papers with code (constantly updating)

Assessing Generative Models via Precision and Recall (official repository)

Deep learning codes and projects using Python

Performance comparison of existing GAN based Text To Image algorithms. (GAN-CLS, StackGAN, TAC-GAN)

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

Style-based Point Generator with Adversarial Rendering for Point Cloud Completion (CVPR 2021)

A stable algorithm for GAN training

[ICLR 2021] "GANs Can Play Lottery Too" by Xuxi Chen, Zhenyu Zhang, Yongduo Sui, Tianlong Chen

Code for GAN2Shape (ICLR2021 oral)

Tensorflow implementation of Perception-Preserving Convolutional Networks for Image Enhancement on Smartphones (ECCV 2018 Workshop PIRM)

Code for "On the Effects of Batch and Weight Normalization in Generative Adversarial Networks"

No description or website provided.

Tensorflow implementation of generative adversarial imitation learning

A curated list of dedicated resources and applications

Text to image synthesis using thought vectors

Paper notes in deep learning/machine learning and computer vision

DCGAN image generator 🖼️.

A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)

GANnotation (PyTorch): Landmark-guided face to face synthesis using GANs (And a triple consistency loss!)

A repo containing code covering various aspects of deep learning on Pytorch. Great for beginners and intermediate in the field

Implementation of some different variants of GANs by tensorflow, Train the GAN in Google Cloud Colab, DCGAN, WGAN, WGAN-GP, LSGAN, SNGAN, RSGAN, RaSGAN, BEGAN, ACGAN, PGGAN, pix2pix, BigGAN

Everything about Generative Adversarial Networks

MMD-GAN: Towards Deeper Understanding of Moment Matching Network

HashGAN: Deep Learning to Hash with Pair Conditional Wasserstein GAN

Pytorch deep learning face frontalization model

Stacked Generative Adversarial Networks

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

3D-aware GANs based on NeRF (arXiv).

Unsupervised anomaly detection with generative model, keras implementation

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

Tensorflow implementation of PROGRESSIVE GROWING OF GANS FOR IMPROVED QUALITY, STABILITY, AND VARIATION

No description or website provided.

Software that can autocomplete sketches as the user starts drawing.

Image-to-Image Translation in PyTorch

Personalized Fashion Recommendation and Generation

Unofficial PyTorch implementation of "Progressive Growing of GANs for Improved Quality, Stability, and Variation".

Page to PAGE Layout Analysis Tool

On the "steerability" of generative adversarial networks

Anime Generation

[TPAMI Under Submission] Generative Multi-Label Zero-Shot Learning

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

Master Thesis on Bayesian Convolutional Neural Network using Variational Inference

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

Repository for MAD-GAN Paper done in ML CAMP Jeju

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

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

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

Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night

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

Cross-domain Correspondence Learning for Exemplar-based Image Translation. (CVPR 2020 Oral)

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

SMILE: Semantically-guided Multi-attribute Image and Layout Editing, ICCV Workshops 2021.

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.

Tensorflow implementation of paper "unsupervised image to image translation networks"

Code for “Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation”

This repository is a non-official implementation of TimeGAN (Yoon et al., NIPS2019) using PyTorch.

Tensorflow Implementation for paper "self-supervised generative adversarial networks"

If you've always wanted to learn about deep-learning but don't know where to start, then you might have stumbled upon the right place!

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