caojiezhang

DifFace

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

DeqIR

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

fiftyone

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

semantic-segmentation-pytorch

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

Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

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)"

GFPGAN

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

DECA

DECA: Detailed Expression Capture and Animation (SIGGRAPH 2021)

VRT

VRT: A Video Restoration Transformer (official repository)

Transformer_Low_Level_Vision

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

DCNv2_latest

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

ClassSR

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

SFTGAN

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

SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

TecoGAN

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

LCCGAN-v2

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

DeepTemporalSR

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

GPEN

BSRGAN

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

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

Accepted by TMM 2021

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.

flops-counter.pytorch

Flops counter for convolutional networks in pytorch framework

fvcore

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

TTSR

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

KAIR

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

PCT

Jittor implementation of PCT:Point Cloud Transformer

RCAN

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

Awesome-Super-Resolution

Collect super-resolution related papers, data, repositories