All Categories → No Category → denoising

Top 27 denoising open source projects

hifigan-denoiser

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

✭ 88

python waveform speech pytorch gan wavenet speech-processing denoising denoiser hifigan

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

✭ 130

python Jupyter Notebook matlab convolutional-neural-networks pix2pix super-resolution upscale image-restoration deblurring denoising cyclegan esrgan cartoonization srflow real-esrgan bsrgan real-sr

SwinIR: Image Restoration Using Swin Transformer (official repository)

✭ 1,260

python shell decompression transformer super-resolution image-denoising image-restoration restoration denoising image-super-resolution low-level-vision deblocking vision-transformer image-deblocking compression-artifact-reduction real-world-image-super-resolution lightweight-image-super-resolution image-sr

Voice-Denoising-AN

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.

✭ 42

python shell tensorflow keras voice pix2pix denoising-images denoising cgan speech-enhancement

Restoring-Extremely-Dark-Images-In-Real-Time

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

Denoise of ECG signal with machine learning

✭ 36

machine-learning ecg-signal denoising ecg-filtering

JSTASR-DesnowNet-ECCV-2020

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

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.

✭ 39

python visualization machine-learning dimensionality-reduction nearest-neighbors single-cell graph-layout umap diffusion-process denoising high-dimensional

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

✭ 21

python resolution computer-vision deep-learning neural-network image-processing artificial-intelligence super-resolution denoising sota low-light-image-enhancement

Dehazing-PMHLD-Patch-Map-Based-Hybrid-Learning-DehazeNet-for-Single-Image-Haze-Removal-TIP-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.

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

✭ 23

deep-learning remote-sensing synthetic-aperture-radar denoising sentinel-1 despeckling

CBDNet-tensorflow

Toward Convolutional Blind Denoising of Real Photograph

✭ 46

python machine-learning computer-vision deep-learning tensorflow denoising

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

✭ 31

Jupyter Notebook python matlab remote-sensing sar synthetic-aperture-radar denoising self-supervised despeckling

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

✭ 40

python deep-learning generative-adversarial-network transfer-learning perceptual-losses computed-tomography denoising

Dictionary Learning for image processing

✭ 23

python c machine-learning signal-processing image-processing segmentation sparse-coding dictionary-learning inpainting denoising

fingerprint denoising

U-Net for fingerprint denoising

✭ 19

python shell fingerprint forensics convolutional-neural-networks denoising

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

✭ 99

python Makefile signal-processing neuroscience meg eeg cca dss denoising binder-ready eeg-processing

awesome-speech-enhancement

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

✭ 48

awesome deep-learning awesome-list speech-processing noise-reduction denoising speech-separation speech-enhancement speech-denoising dereverberation

noise-synthesis

Rethinking Noise Synthesis and Modeling in Raw Denoising (ICCV2021)

✭ 63

python denoising low-light raw-image

pure Python implement of BM3D

✭ 174

python denoising bm3d

MITK Diffusion - Official part of the Medical Imaging Interaction Toolkit

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

✭ 32

matlab python objective c deeplearning hyperspectral-image-classification denoising hyperspectral-image-denoising

(ECCV 2020) Interactive Multi-Dimension Modulation with Dynamic Controllable Residual Learning for Image Restoration

✭ 92

python Cuda C++matlab shell deep-learning image-restoration jpeg-deblocking deblurring denoising dynamic-networks low-level-vision cresmd

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

✭ 81

Jupyter Notebook python training machine-learning machine-learning-algorithms ranking semi-supervised-learning binary-classification denoising learning-with-errors rank-pruning-algorithm noise-rates noisy-learning mislabeling learning-with-confident-examples

wavelet-denoiser

A wavelet audio denoiser done in python

✭ 29

python shell Dockerfile audio wavelet speech-processing denoising

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

✭ 105

python machine-learning image deep-learning neural-network image-processing denoising

Discover, install, and share napari plugins

✭ 44

typescript python HCL javascript SCSS Gherkin tracking machine-learning deep-learning analysis detection plugins themes registration segmentation imaging denoising bioimaging napari-plugin napari

1-27 of 27 denoising projects