689 Open source projects that are alternatives of or similar to mSRGAN-A-GAN-for-single-image-super-resolution-on-high-content-screening-microscopy-images.

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, wav2lip, picture repair, image editing, photo2cartoon, image style transfer, and so on.

Invert the color of MNIST images with PyTorch

A Collection of Papers and Codes for ICCV2021 Low Level Vision and Image Generation

PyTorch implementation of CycleGAN

Code for APDrawingGAN: Generating Artistic Portrait Drawings from Face Photos with Hierarchical GANs (CVPR 2019 Oral)

PyTorch version of the paper: "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

Code for "Semantic Object Accuracy for Generative Text-to-Image Synthesis" (TPAMI 2020)

Discovering Interpretable GAN Controls [NeurIPS 2020]

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

Project Page of 'Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks'

[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

[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.

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

Official repository for the paper "High-Resolution Daytime Translation Without Domain Labels" (CVPR2020, Oral)

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

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"

3D super-resolution using Generative Adversarial Networks

Keras implementations of Generative Adversarial Networks.

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

Pytorch implementation of "One-Shot Unsupervised Cross Domain Translation" NIPS 2018

GAN in Tensorflow to be run via Linux command line

Pytorch implementation of "One-Sided Unsupervised Domain Mapping" NIPS 2017

Focal Frequency Loss for Generative Models

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 !

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

SEAN: Image Synthesis with Semantic Region-Adaptive Normalization (CVPR 2020, Oral)

Collection of generative models in Tensorflow

Keras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"

[CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing

Code for "Adversarial and Perceptual Refinement Compressed Sensing MRI Reconstruction"

Speech Enhancement Generative Adversarial Network in TensorFlow

Continious Generative Adversarial Network

The official implementation of our SIGGRAPH 2020 paper Interactive Video Stylization Using Few-Shot Patch-Based Training

A Tensorflow implementation of Deep Convolutional Generative Adversarial Networks trained on Fashion-MNIST, CIFAR-10, etc.

Image-to-image translation with conditional adversarial nets

Pytorch implementation of pix2pix for various datasets.

ESRGAN (Enhanced Super-Resolution Generative Adversarial Networks, published in ECCV 2018) implemented in Tensorflow 2.0+. This is an unofficial implementation. With Colab.

Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks

Awesome Resources for Advanced Computer Vision Topics

Facial Expression Editing with Controllable Expression Intensity

PyTorch implementation of "Improved Techniques for Training Single-Image GANs" (WACV-21)

Awesome GAN for Medical Imaging

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

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

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

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

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

StoryGAN: A Sequential Conditional GAN for Story Visualization

Official PyTorch implementation of GDWCT (CVPR 2019, oral)

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

Image-to-Image Translation in PyTorch

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

🔥 PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain. 🔥 图像翻译，条件GAN，AI绘画

Virtual Clothing Try-on with Deep Learning. PyTorch reproduction of SwapNet by Raj et al. 2018. Now with Docker support!

Official implementation of the paper "You Only Need Adversarial Supervision for Semantic Image Synthesis" (ICLR 2021)

🖼 A collection of high-quality anime faces.

A modern PyTorch implementation of SRGAN

Periodic Spatial Generative Adversarial Networks

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