60 Open source projects that are alternatives of or similar to CResMD

traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.

SwinIR: Image Restoration Using Swin Transformer (official repository)

This is the project page of our paper which has been published in ECCV 2020.

This is the source code of PMHLD-Patch-Map-Based-Hybrid-Learning-DehazeNet-for-Single-Image-Haze-Removal which has been accepted by IEEE Transaction on Image Processing 2020.

This paper is accepted by ICCV 2021.

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

Code and dataset for Single Underwater Image Restoration by Contrastive Learning, IGARSS 2021, oral.

Image Deblurring using Generative Adversarial Networks

Tensorflow implementation of MIRNet for Low-light image enhancement

A Conditional Generative Adverserial Network (cGAN) was adapted for the task of source de-noising of noisy voice auditory images. The base architecture is adapted from Pix2Pix.

Keras Implementation of MIRNet - SoTA in Image Denoising, Super Resolution and Image Enhancement - CVPR 2020

A Python software library with a variety of functions for (optical) microscopy image restoration, reconstruction and analysis.

TensorFlow code for ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"

[CVPR2021] Towards Rolling Shutter Correction and Deblurring in Dynamic Scenes

Sharp Image Deblurring

Denoise of ECG signal with machine learning

A fast, accurate, and modularized dimensionality reduction approach based on diffusion harmonics and graph layouts. Escalates to millions of samples on a personal laptop. Adds high-dimensional big data intrinsic structure to your clustering and data visualization workflow.

Code repo for "Deep Cyclic Generative Adversarial Residual Convolutional Networks for Real Image Super-Resolution" (ECCVW AIM2020).

Toward Convolutional Blind Denoising of Real Photograph

[CVPR 2021] DeFMO: Deblurring and Shape Recovery of Fast Moving Objects

High-Dimensional Dense Residual Convolutional Neural Network for Light Field Reconstruction

Low-dose CT via Transfer Learning from a 2D Trained Network, In IEEE TMI 2018

U-Net for fingerprint denoising

Open source single image super-resolution toolbox containing various functionality for training a diverse number of state-of-the-art super-resolution models. Also acts as the companion code for the IEEE signal processing letters paper titled 'Improving Super-Resolution Performance using Meta-Attention Layers’.

A curated list of awesome Speech Enhancement papers, libraries, datasets, and other resources.

pure Python implement of BM3D

Collection of popular and reproducible image denoising works.

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

Source code of "A Single Model CNN for Hyperspectral Image Denoising"

A tensorflow implementation of 'Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising' only for JPEG deblokcing

Discover, install, and share napari plugins

Exploring Image Deblurring via Blur Kernel Space (CVPR'21)

HiFi-GAN: High Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial Networks

🧹 Formerly for binary classification with noisy labels. Replaced by cleanlab.

The project is the official implementation of our CVPR 2021 paper, "Restoring Extremely Dark Images in Real Time"

Image registration using pytorch

[ICCV2021]DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network, https://arxiv.org/abs/2207.10434

A new codebase for Group Activity Recognition. It contains codes for ICCV 2021 paper: Spatio-Temporal Dynamic Inference Network for Group Activity Recognition and some other methods.

SAR2SAR: a self-supervised despeckling algorithm for SAR images - Notebook implementation usable on Google Colaboratory

Image inpainting based on OMP and KSVD algorithm

Enhanced CNN for image denoising (CAAI Transactions on Intelligence Technology, 2019)

Speckle2Void: Deep Self-Supervised SAR Despeckling with Blind-Spot Convolutional Neural Networks

Deep Atrous Guided Filter for Image Restoration in Under Display Cameras (UDC Challenge, ECCV 2020).

Dictionary Learning for image processing

🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python 🧠🔧

(CVPR 2021, Oral) Dynamic Slimmable Network

Rethinking Noise Synthesis and Modeling in Raw Denoising (ICCV2021)

SiENet: Siamese Expansion Network for Image Extrapolation(IEEE SPL2020)

MITK Diffusion - Official part of the Medical Imaging Interaction Toolkit

A wavelet audio denoiser done in python

Dynamic Network Analysis library

Official repository of the paper "HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment".

NTIRE 2020 NonHomogeneous Dehazing Challenge (CVPR Workshop 2020) 1st Solution.

Bringing Old Photo Back to Life (CVPR 2020 oral)

A Deep Motion Deblurring Network based on Per-Pixel Adaptive Kernels with Residual Down-Up and Up-Down Modules, A source code of the 3rd winner of NTIRE 2019 Video Deblurring Challenge

AI无损放大工具

Aydin — User-friendly, Fast, Self-Supervised Image Denoising for All.

Code and Datasets for "Underwater Scene Prior Inspired Deep Underwater Image and Video Enhancement", Pattern Recognition, 2019

Designing and Training of A Dual CNN for Image Denoising (Knowledge-based Systems, 2021)

Official Python implementation of the 'Sparse deconvolution'-v0.3.0