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awesome-diffusion-models

A collection of resources and papers on Diffusion Models

basicsr

Basic Super-Resolution Toolbox, including SRResNet, SRGAN, ESRGAN, etc.

burst-denoising

centerface

face detection

dain

Depth-Aware Video Frame Interpolation (CVPR 2019)

deoldify

A Deep Learning based project for colorizing and restoring old images (and video!)

easypr

An easy, flexible, and accurate plate recognition project for Chinese licenses in unconstrained situations.

esrgan

ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution (Third Region)

facerecognize-for-mobile-phone

适用于移动端的人脸识别模型，计算量与mobilefacenet相同，但megaface上提升了2%+

ffdnet

FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising (2017)

ffmpeg-things

Scripts & notes about ffmpeg

foe_map_sr

Image super resolution with FoE prior via MAP inference

ntire2017

Torch implementation of "Enhanced Deep Residual Networks for Single Image Super-Resolution"

openalpr

Automatic License Plate Recognition library

opence

Contrast Enhancement Techniques for low-light images

optimizedimageenhance

Several image/video enhancement methods, implemented by Java, to tackle common tasks, like dehazing, denoising, backscatter removal, low illuminance enhancement, featuring, smoothing and etc.

photo-realistic-super-resoluton

Torch Implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

pl4nn

Perceptual Losses for Neural Networks: Caffe implementation of loss layers based on perceptual image quality metrics.

pyramid-attention-networks

PyTorch code for "Pyramid Attention Networks for Image Restoration" with new SOTA results on multiple image restoration tasks: denoising, demosaicing, compression artifact reduction, super-resolution

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

pytorch-msssim

Fast and differentiable MS-SSIM and SSIM for pytorch.

pytorch-ssim

pytorch structural similarity (SSIM) loss

srcodestopublish

srez

Image super-resolution through deep learning

srgan

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network / Please Star -->

stable-diffusion-webui

Stable Diffusion web UI

tecogan

This repo will contain source code and materials for the TecoGAN project, i.e. code for a TEmporally COherent GAN

tensorflow-icg

Extension of tensorflow with additional operators, optimizers,... used at ICG.

tensorrt-centernet

tensorrt5 , centernet , centerface

weatherdiffusion

Code for "Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models" [arXiv preprint 2207.14626, 2022]