caojiezhang

GFPGAN

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models

fiftyone

The open-source tool for building high-quality datasets and computer vision models

mmagic

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

TecoGAN

This repo contains source code and materials for the TEmporally COherent GAN SIGGRAPH project.

semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

KAIR

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

flops-counter.pytorch

Flops counter for convolutional networks in pytorch framework

GPEN

Awesome-Super-Resolution

Collect super-resolution related papers, data, repositories

DECA

DECA: Detailed Expression Capture and Animation (SIGGRAPH 2021)

fvcore

Collection of common code that's shared among different research projects in FAIR computer vision team.

RCAN

PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"

VRT

VRT: A Video Restoration Transformer (official repository)

BSRGAN

Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (ICCV, 2021) (PyTorch) - We released the training code!

TTSR

[CVPR'20] TTSR: Learning Texture Transformer Network for Image Super-Resolution

PCT

Jittor implementation of PCT:Point Cloud Transformer

DCNv2_latest

DCNv2 supports decent pytorch such as torch 1.5+ (now 1.8+)

DifFace

DifFace: Blind Face Restoration with Diffused Error Contraction (PyTorch)

SFTGAN

CVPR18 - Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform

ClassSR

(CVPR2021) ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data Characteristic

DATSR

PyTorch implementation of "Reference-based Image Super-Resolution with Deformable Attention Transformer (ECCV2022)"

DAVSR

PyTorch implementation of "Towards Interpretable Video Super-Resolution via Alternating Optimization (ECCV2022)"

DeqIR

PyTorch implementation of "Deep Equilibrium Diffusion Restoration with Parallel Sampling (CVPR 2024)"

Transformer_Low_Level_Vision

Transformer for low-level vision applications, such as image restoration (denosing, super resolution, deblur)

DeepTemporalSR

Across Scales & Across Dimensions - Temporal Super-Resolution using Deep Internal Learning

COLA-Net-Collaborative-Attention-Network-for-Image-Restoration

Accepted by TMM 2021

LCCGAN-v2

Code for “Improving Generative Adversarial Networks with Local Coordinate Coding”