Omar280x

Super-Resolution

pytorch-msssim

Fast and differentiable MS-SSIM and SSIM for pytorch.

DE-GAN

Document Image Enhancement with GANs - TPAMI journal

haarpsi

The Haar wavelet-based perceptual similarity index (HaarPSI) is a similarity measure for images that aims to correctly assess the perceptual similarity between two images with respect to a human viewer.

Pytorch-UNet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

Real-ESRGAN

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

ESRGAN

ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.

piq

Measures and metrics for image2image tasks. PyTorch.

super-resolution

Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution

image-similarity-measures

:chart_with_upwards_trend: Implementation of eight evaluation metrics to access the similarity between two images. The eight metrics are as follows: RMSE, PSNR, SSIM, ISSM, FSIM, SRE, SAM, and UIQ.

ResUNetPlusPlus

Official code for ResUNetplusplus for medical image segmentation (TensorFlow & Pytorch implementation)

transdeeplab

TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image Segmentation

Swin-Unet

[ECCVW 2022] The codes for the work "Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation"

Awesome-unet-like-transformers

Awesome UNet with Transformer

DHDN

PyTorch Implementation of "Densely Connected Hierarchical Network for Image Denoising", CVPRW, NTIRE2019

RDUNet

A Residual Dense U-net Neural Networkfor Image Denoising

Swin-Transformer-Semantic-Segmentation

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation.

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

SUNet

SUNet: Swin Transformer with UNet for Image Denoising

augraphy

Augmentation pipeline for rendering synthetic paper printing, faxing, scanning and copy machine processes

Image-Super-Resolution

Implementation of Super Resolution CNN in Keras.

audiocraft

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

Arabic-Handwritten-Images-Recognition

A deep learning model to classify the Arabic letters and digits easily.

ML_IDCard_Segmentation-TF-Keras

Machine Learning Project to identify an ID Card on an image

scikit-learn-intelex

Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application

ID-Card-Segmentation

Segmentation of ID Cards using Semantic Segmentation

chaiNNer

A node-based image processing GUI aimed at making chaining image processing tasks easy and customizable. Born as an AI upscaling application, chaiNNer has grown into an extremely flexible and powerful programmatic image processing application.

HAT

CVPR2023 - Activating More Pixels in Image Super-Resolution Transformer Arxiv - HAT: Hybrid Attention Transformer for Image Restoration

AnimateDiff

Official implementation of AnimateDiff.

UHDM

(ECCV2022) This is the official PyTorch implementation of ECCV2022 paper: Towards Efficient and Scale-Robust Ultra-High-Definition Image Demoireing