AliceWen820

DRSformer

Learning A Sparse Transformer Network for Effective Image Deraining (CVPR 2023)

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Awesome-diffusion-model-for-image-processing

one summary of diffusion-based image processing, including restoration, enhancement, coding, quality assessment

diffusers

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

guided-diffusion

guided-diffusion

ilvr_adm

ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models (ICCV 2021 Oral)

Palette-Image-to-Image-Diffusion-Models

Unofficial implementation of Palette: Image-to-Image Diffusion Models by Pytorch

Image-Super-Resolution-via-Iterative-Refinement

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

DDPM

PyTorch DDPM implementation

Single-Image-De-Raining-Keras

Implemented Image De-raining Using a Conditional Generative Adversarial Network using Keras

Removing_Rain

Removing Rain from Single Images via a Deep Detail Network

JORDER-E-Deep-Image-Deraining-TPAMI-2019-Journal

RESCAN

Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining

Uformer

[CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".

MSPFN

Multi-Scale Progressive Fusion Network for Single Image Deraining

Restormer

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

PReNet

Progressive Image Deraining Networks: A Better and Simpler Baseline (CVPR 2019)

ID-CGAN

Image De-raining Using a Conditional Generative Adversarial Network

Video-and-Single-Image-Deraining

【SCIS2021】A comprehensive survey on deraining. Keep updating

ganhacks

starter from "How to Train a GAN?" at NIPS2016

MPRNet

[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.

Single-Image-Deraining

Single Image Deraining: A Comprehensive Benchmark Analysis

PaddleOCR

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

DerainZoo

DerainZoo for collecting deraining methods, datasets, and codes.

RainStreakGen

Code for Generating Rain Streaks for paper "Single Image Deraining using Scale-Aware Multi-Stage Recurrent Network"

PaddleGAN

PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.

HeavyRainRemoval

An implementation of paper "Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning" (CVPR19)

mmocr

OpenMMLab Text Detection, Recognition and Understanding Toolbox