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.

Taming Transformers for High-Resolution Image Synthesis

This project is the official implementation of 'Knowledge Distillation based Degradation Estimation for Blind Super-Resolution', ICLR2023

PyTorch code for our NeurIPS 2023 paper "Hierarchical Integration Diffusion Model for Realistic Image Deblurring"

Cambrian-1 is a family of multimodal LLMs with a vision-centric design.

Collect super-resolution related papers, data, repositories

Official codes of DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

SwinIR: Image Restoration Using Swin Transformer (official repository)

Test-time Local Converter

The state-of-the-art image restoration model without nonlinear activation functions.

BasicSR-Examples illustrates how to easily use BasicSR in your own project

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 …

PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]

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

This project is the official implementation of 'Diffir: Efficient diffusion model for image restoration', ICCV2023

VMamba: Visual State Space Models，code is based on mamba

Mamba SSM architecture

Structured state space sequence models

MambaOut: Do We Really Need Mamba for Vision?

[Mamba-Survey-2024] Paper list for State-Space-Model/Mamba and it's Applications

This is official implementtaion of "VmambaIR: Visual State Space Model for Image Restoration"

[CVPR 2022] Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer

Official PyTorch implementation of ECCV 2024 Paper: ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback.

High-Resolution Image Synthesis with Latent Diffusion Models

Code for NeurIPS 2023 paper "Restart Sampling for Improving Generative Processes"