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

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

An implementation for our paper: CsiGAN: Robust Channel State Information-based Activity Recognition with GANs (IEEE Internet of Things Journal, 2019), which is the semi-supervised Generative Adversarial Network (GAN) for Channel State Information (CSI) -based activity recognition.

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

Colorization of grayscale images using CycleGAN in TensorFlow.

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

Train a StyleGAN2 model on Colaboratory to generate Steam banners.

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

Implementation of a paper "Polyphonic Music Generation with Sequence Generative Adversarial Networks" in TensorFlow

SpecGAN - generate audio with adversarial training

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

No description or website provided.

Unofficial implementation of StyleGAN's generator

videos, lectures, blogs for Deep Learning

Improving Document Binarization via Adversarial Noise-Texture Augmentation

Tensorflow implementation of generative adversarial imitation learning

Showcasing various fun adventures with GANs

Discovering Interpretable GAN Controls [NeurIPS 2020]

A Survey on Text-to-Image Generation/Synthesis.

A curated list of dedicated resources and applications

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

Voice Conversion using Cycle GAN's For Non-Parallel Data

Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution

Text to image synthesis using thought vectors

PyTorch reimplementation of the paper: "Semantic Pyramid for Image Generation" [CVPR 2020].

Toward Multimodal Image-to-Image Translation

PyTorch/Tensorflow solutions for Stanford's CS231n: "CNNs for Visual Recognition"

Paper notes in deep learning/machine learning and computer vision

Improved Wasserstein GAN (WGAN-GP) application on medical (MRI) images

Code for "Generative Adversarial Training for Markov Chains" (ICLR 2017 Workshop)

Tensorflow implementation of the NIPS paper "Toward Multimodal Image-to-Image Translation"

DCGAN image generator 🖼️.

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

Compute FID scores with PyTorch.

Applied several Generative Adversarial Networks (GAN) techniques such as: DCGAN, WGAN and StyleGAN to generate Anime Faces and Handwritten Digits.

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

Tensorflow implement of "Eye In-Painting with Exemplar Generative Adversarial Networks"

Conditional GAN for Anime face generation.

A 1D toy example of optimizing a generative model using the WGAN-GP model.

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

Python script to load a Kdenlive (OSS NLE video editor) project file, and conform the edit on video or numpy arrays.

Code for paper "Sparsely Grouped Multi-task Generative Adversarial Networks for Facial Attribute Manipulation"

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

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

Redesigning the Pix2Pix model for small datasets with fewer parameters and different PatchGAN architecture

Image-to-image translation with conditional adversarial nets

Tensorflow codes for our ICIP-17 and arXiv-1708.09533 works: "ArtGAN: Artwork Synthesis with Conditional Categorial GAN" & "Learning a Generative Adversarial Network for High Resolution Artwork Synthesis "

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

Pytorch implementation of multitask CycleGAN with auxiliary classification loss

DNA-GAN: Learning Disentangled Representations from Multi-Attribute Images

CharacterGAN: Few-Shot Keypoint Character Animation and Reposing (Best Paper WACV 2022)

Everything about Generative Adversarial Networks

PyTorch implementation of Adversarially Learned Inference (BiGAN).

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

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

Chainer implementation of recent GAN variants