hujb48

stable-diffusion

A latent text-to-image diffusion model

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

stablediffusion

High-Resolution Image Synthesis with Latent Diffusion Models

Real-ESRGAN

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

BasicSR

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

Image-Super-Resolution-via-Iterative-Refinement

Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch

KAIR

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

MedSAM

Segment Anything in Medical Images

DiffusionDet

[ICCV2023 Best Paper Finalist] PyTorch implementation of DiffusionDet (https://arxiv.org/abs/2211.09788)

Single-Image-Super-Resolution

A collection of high-impact and state-of-the-art SR methods

HAT

CVPR2023 - Activating More Pixels in Image Super-Resolution Transformer Arxiv - HAT: Hybrid Attention Transformer for Image Restoration

agency-jekyll-theme

Agency Theme for Jekyll

ETDataset

The Electricity Transformer dataset is collected to support the further investigation on the long sequence forecasting problem.

RDN

Torch code for our CVPR 2018 paper "Residual Dense Network for Image Super-Resolution" (Spotlight)

direct

Deep learning framework for MRI reconstruction

Awesome-MRI-Reconstruction

ResidualDenseNetwork-Pytorch

Pytorch implement: Residual Dense Network for Image Super-Resolution

TokenMixers

NTIRE23-RTSR

CVPR NTIRE 2023 Challenge on Real-Time Super-Resolution

MICCAI2022_paper_with_code

MICCAI 2022 Paper with Code

SwinMR

This is the official implementation of our proposed SwinMR

ResDiff

Code of "ResDiff: Combining CNN and Diffusion Model for Image Super-Resolution"

sparseCodingSuperResolution

RealSRQ-KLTSRQA

This is the brief description of RealSRQ dataset and KLTSRQA software.

Awesome-Medical-Image-SR

We collected awesome medical image super-resolution (SR) methods and common benchmarks in this repository.

DualSR

Official implementation of "DualSR: Zero-Shot Dual Learning for Real-World Super-Resolution"

mri-superresolution

Deep Learning Project Utilizing GAN Architectures for Super-Resolution of MRI Images

python-ismrmrd-reco

Reconstruction pipeline using Python, ISMRMRD and the BART MRI toolbox

SCNN-SIM

Blind Image Quality Assessment