jackzou233

Fooocus

Focus on prompting and generating

Real-ESRGAN

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

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

Awesome-AIGC-Tutorials

Curated tutorials and resources for Large Language Models, AI Painting, and more.

Image-Super-Resolution-via-Iterative-Refinement

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

T2I-Adapter

T2I-Adapter

Awesome-Video-Diffusion-Models

[Arxiv] A Survey on Video Diffusion Models

ddim

Denoising Diffusion Implicit Models

openISP

Image Signal Processor

ISP-pipeline-hdrplus

Denoise,HDR,Isppipeline,Image-processing(图形处理),camera, Isp ,HDRplus

Retinexformer

"Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement" (ICCV 2023) & (NTIRE 2024 Challenge)

daclip-uir

[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.

PromptIR

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

WeatherDiffusion

Code for "Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models" [TPAMI 2023]

LED

[ICCV 2023] Lighting Every Darkness in Two Pairs: A Calibration-Free Pipeline for RAW Denoising && [Arxiv 2023] Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model

CLIP-LIT

[ICCV 2023, Oral] Iterative Prompt Learning for Unsupervised Backlit Image Enhancement

PPR10K

Official Implementation and Dataset of "PPR10K: A Large-Scale Portrait Photo Retouching Dataset with Human-Region Mask and Group-Level Consistency", CVPR 2021

MMIF-DDFM

[ICCV 2023 Oral] Official implementation for "DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion."

HDR-ISP

An ISP Pipeline For HDR CMOS Image Sensor

PyDIff

[IJCAI 2023 ORAL] "Pyramid Diffusion Models For Low-light Image Enhancement" (Official Implementation)

HI-Diff

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

GSAD

[NeurIPS 2023] Global Structure-Aware Diffusion Process for Low-Light Image Enhancement

starlight_denoising

ExposureDiffusion

[ICCV 2023] ExposureDiffusion: Learning to Expose for Low-light Image Enhancement

CLEDiffusion

(MM2023)CLE Diffusion: Controllable Light Enhancement Diffusion Model. Authors: Yuyang Yin, Dejia Xu, Chuangchuang Tan, Ping Liu, Yao Zhao, Yunchao Wei

FocalNet

[ICCV23] Focal Network for Image Restoration

Image-Denoising

diffusion-in-the-dark

Repository for Diffusion in the Dark (WACV 2024)

VD_raw

NeurIPS 2023, Recaptured Raw Screen Image and Video Demoiréing via Channel and Spatial Modulations

NoiseReconstruction

Image noise reconstruction: Approximately reconstructing original image noise in a filtered image according to a Poisson-Gaussian signal-dependent noise model using PCA. Derived from a noise parameter estimation method presented by Stanyslav Pyatykh (http://physics.medma.uni-heidelberg.de/cms/projects/132-pcanle). Implemented in Python.