DiffBIR
Blind Image Restoration Model
Generative model for blind image restoration and other related tasks using diffusion prior
Official codes of DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior
3k stars
35 watching
290 forks
Language: Python
last commit: 5 months ago Related projects:
Repository | Description | Stars |
---|---|---|
cszn/kair | Image restoration toolbox with training and testing codes for various deep learning-based methods | 2,968 |
yangxy/gpen | An open-source software project that develops and provides tools for restoring degraded faces in images using Generative Pre-trained Networks. | 2,441 |
tencentarc/gfpgan | An algorithm for restoring damaged or obscured faces in images | 35,912 |
sczhou/codeformer | A deep learning-based framework for enhancing and restoring images of faces in various conditions | 15,900 |
mirage/duff | A Pure OCaml implementation of a differential file diffing algorithm | 20 |
lucidrains/dalle2-pytorch | An implementation of DALL-E 2's text-to-image synthesis neural network in PyTorch | 11,148 |
openai/guided-diffusion | This project is a software implementation of a diffusion model architecture, allowing users to generate synthetic images based on a learned distribution. | 6,293 |
doubiiu/dynamicrafter | This project generates animated videos from open-domain images by leveraging pre-trained video diffusion priors. | 2,596 |
xuebinqin/dis | A deep learning-based image segmentation framework that aims to develop highly accurate and robust models for segmenting binary images in various applications. | 2,274 |
huggingface/diffusers | A PyTorch-based library for training and using state-of-the-art diffusion models to generate images, audio, and 3D structures | 26,223 |
open-mmlab/mmagic | A toolkit for building and experimenting with generative AI models for image and video generation, restoration, enhancement, and other tasks. | 6,945 |
y-vladimir/smartdeblur | Software tool to improve image clarity from blurriness or defocus | 2,342 |
deep-floyd/if | A text-to-image synthesis model with a modular design, utilizing a frozen text encoder and cascaded pixel diffusion modules to generate photorealistic images. | 7,688 |
fangzhenxuan/ufpdeblur | An image deblurring algorithm that leverages flow-based motion prior and kernel estimation for blind image restoration. | 28 |
dsgiitr/d2l-pytorch | An open-source implementation of the popular book 'Dive Into Deep Learning' in PyTorch | 4,244 |