828 Open source projects that are alternatives of or similar to Awesome-ICCV2021-Low-Level-Vision

A curated list of resources for Low-level Vision Tasks

Image-to-image translation with conditional adversarial nets

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.

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

Facial Expression Editing with Controllable Expression Intensity

Use keras.js and cyclegan-keras to colorize manga automatically. All computation in browser. Demo is online:

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

Image Deblurring using Generative Adversarial Networks

[CVPR 2022] Official repository for the paper "Uformer: A General U-Shaped Transformer for Image Restoration".

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

Focal Frequency Loss for Generative Models

Image-to-Image Translation in PyTorch

Generative Adversarial Network for single image super-resolution in high content screening microscopy images

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

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

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

[ACCV 2018 Oral] Dual Generator Generative Adversarial Networks for Multi-Domain Image-to-Image Translation

VapourSynth Single Image Super-Resolution Generative Adversarial Network (GAN)

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

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

Awesome GAN for Medical Imaging

SwinIR: Image Restoration Using Swin Transformer (official repository)

Deep Learning Super Sampling with Deep Convolutional Generative Adversarial Networks.

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

Regularizing Generative Adversarial Networks under Limited Data (CVPR 2021)

Invert the color of MNIST images with PyTorch

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

Awesome Resources for Advanced Computer Vision Topics

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

StoryGAN: A Sequential Conditional GAN for Story Visualization

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

Applied Deep Learning (2019 Spring) @ NTU

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

3D super-resolution using Generative Adversarial Networks

StarNet

This paper is accepted by ICCV 2021.

Pytorch code for "Attention Based Real Image Restoration", IEEE Transactions on Neural Networks and Learning Systems, 2021

Reference code for the paper HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms (CVPR 2021).

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

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

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

🤖🖌️ Generate photo-realistic textures based on source images. Remix, remake, mashup! Useful if you want to create variations on a theme or elaborate on an existing texture.

SuperStyleNet: Deep Image Synthesis with Superpixel Based Style Encoder (BMVC 2021)

Generative models on NAVER Webtoon faces

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

Official repository of FISR (AAAI 2020).

LLVIP: A Visible-infrared Paired Dataset for Low-light Vision

PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations

Official implementation of "Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesis"(WACV 2022/CVPRW 2021)

CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation

Pytorch implementation of Image Manipulation with Perceptual Discriminators paper

Official PyTorch code for Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling (HCFlow, ICCV2021)

Pytorch official implementation of Anime to Real Clothing: Cosplay Costume Generation via Image-to-Image Translation.

CoMoGAN: continuous model-guided image-to-image translation. CVPR 2021 oral.

The source code of CVPR 2019 paper "Deep Exemplar-based Video Colorization".

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

Discovering Interpretable GAN Controls [NeurIPS 2020]

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

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.