DiffBIR

Image restoration tool

This project provides a deep learning-based pipeline for restoring degraded images

[ECCV 2024] codes of DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

GitHub

3k stars
35 watching
290 forks
Language: Python
last commit: almost 2 years ago
image-enhancementimage-restoration

Related projects:

RepositoryDescriptionStars
cszn/kairImage restoration toolbox with training and testing codes for various deep learning-based methods2,994
yangxy/gpenAn open-source software project that develops and provides tools for restoring degraded faces in images using Generative Pre-trained Networks.2,456
tencentarc/gfpganAn algorithm for restoring damaged or obscured faces in images36,009
sczhou/codeformerA deep learning-based framework for enhancing and restoring images of faces in various conditions16,049
mirage/duffA Pure OCaml implementation of a differential file diffing algorithm20
lucidrains/dalle2-pytorchAn implementation of DALL-E 2's text-to-image synthesis neural network in PyTorch11,184
openai/guided-diffusionThis project is a software implementation of a diffusion model architecture, allowing users to generate synthetic images based on a learned distribution.6,366
doubiiu/dynamicrafterThis project generates animated videos from open-domain images by leveraging pre-trained video diffusion priors.2,668
xuebinqin/disA deep learning-based image segmentation framework that aims to develop highly accurate and robust models for segmenting binary images in various applications.2,298
huggingface/diffusersA PyTorch-based library for training and using state-of-the-art diffusion models to generate images, audio, and 3D structures26,676
open-mmlab/mmagicA toolkit for building and experimenting with generative AI models for image and video generation, restoration, enhancement, and other tasks.6,986
y-vladimir/smartdeblurSoftware tool to improve image clarity from blurriness or defocus2,342
deep-floyd/ifA text-to-image synthesis model with a modular design, utilizing a frozen text encoder and cascaded pixel diffusion modules to generate photorealistic images.7,699
fangzhenxuan/ufpdeblurAn image deblurring algorithm that leverages flow-based motion prior and kernel estimation for blind image restoration.29
dsgiitr/d2l-pytorchAn open-source implementation of the popular book 'Dive Into Deep Learning' in PyTorch4,256