dncnn 开源项目推荐（30 个）

cszn /KAIR

图像恢复收件箱（PyTorch）。DPIR、USRNet、DnCNN、FFDNet、SRMD、DPSR、BSRGAN、SwinIR的培训和测试代码

LoSealL /VideoSuperResolution

A collection of state-of-the-art video or single-image super-resolution architectures, reimplemented in tensorflow.

wbhu /DnCNN-tensorflow

A tensorflow implement of the paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"

lychengrex /Image-Denoising-with-Deep-CNNs

Use deep Convolutional Neural Networks (CNNs) with PyTorch, including investigating DnCNN and U-net architectures

MingtaoGuo /DnCNN-Denoise-Gaussian-noise-TensorFlow

Simple implementation of the paper (DnCNN)'Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising'

HanbumKo /DnCNN-JPEG

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

YasinRezvani /Image_Denoising_Using_FFT_and_DnCNN

Image denoising using both traditional FFT-based filtering and a deep learning approach with DnCNN for comparative performance analysis.

bmycheez /RUN

Residual U-shaped Network for Image Denoising (IPIU 2020)

anushkayadav /Denoising_cifar10

Contains implementation of denoising algorithms.

antct /IRCNN

Image denoise networks using deep CNN

Magnomic /npt-code

The implemention of NPT, Disentangling Noise Pattern from Seismic Images: Noise Reduction and Style Transfer

GiuseppeBellamacina /Image-Enhancement

A Comparative Study of CNN-Based Image Restoration Methods

HANKSOONG /Image-Restoration

Deep learning-based image restoration pipeline with DnCNN, NAFNet, and legacy joint models. Includes PSNR/SSIM/LPIPS evaluation and visual comparisons.

Pythonista7 /DnCNN-tf2

Using CNN to de noise images.

antonioenas /Denoising_HPatches_for_Descriptor_Learning

Imperial College London Deep Learning EE3-25 codes submission repository: descriptor learning on the noisy HPatches dataset.

ikeno-web /npuscale

NPU-accelerated video super-resolution & denoising (Real-ESRGAN, DnCNN, FastDVDnet temporal) — ONNX Runtime + DirectML, pipes to stock FFmpeg. C#/.NET 10.

AmzadHossainrafis /Denoiser_Encoder-With-DNcnn

this project is created based on state of the art model Dncnn . This is a simple implementation of image denoising

IlyaKodua /dncnn

该项目在 GitHub 上没有填写描述

c-azb /DnCNN

Dental tomography noise removal with CNN

Jungminii-1114 /Denoising_with_DnCNN

This repository is for Denoising Gaussian noise by scratch modeling and using DnCNN