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adnet

Attention-guided CNN for image denoising(Neural Networks,2020)

binarynet.pytorch

Binarized Neural Network (BNN) for pytorch

blockdrop

BlockDrop: Dynamic Inference Paths in Residual Networks

bm3d-denoise

Using BM3D to denoise

branchynet_chainer

基于提前退出部分样本原理而实现的带分支网络（supported by chainer）

cbdnet-pytorch

An unofficial implementation of CBDNet by PyTorch.

cbsd68-dataset

Color BSD68 dataset for image denoising benchmarks

chainer-pytorch-migration

Chainer/PyTorch Migration Library

dbpn-pytorch

The project is an official implement of our CVPR2018 paper "Deep Back-Projection Networks for Super-Resolution" (Winner of NTIRE2018 and PIRM2018)

dbpn-tf

Implementation of Deep Back-Projection Networks For Super-Resolution using Tf and Keras

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearning-models

A collection of various deep learning architectures, models, and tips

dive-into-dl-pytorch

本项目将《动手学深度学习》（Dive into Deep Learning）原书中的MXNet代码实现改为PyTorch实现。

dncnn-pytorch

PyTorch implementation of the TIP2017 paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"

esrgan

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

ffdnet_pytorch

A PyTorch implementation of a denoising network called FFDNet

hello-world

image-denoising-benchmark

Benchmarking Denoising Algorithms with Real Photographs

ista-net

ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing (Tensorflow Code)

javaproject

this is a test repository

kair

Image Restoration Toolbox (PyTorch). Training and testing codes for USRNet, DnCNN, FFDNet, SRMD, DPSR, MSRResNet, ESRGAN, IMDN

lapsrn-tensorflow

Tensorflow implementation of the paper "Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution"

mvision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

path-restore

Path-Restore: Learning Network Path Selection for Image Restoration (IEEE TPAMI, 2021)

pd-denoising-pytorch

Code of 'when AWGN-based Denoiser Meets Real Noises'

prosr

Repository containing an independent implementation of the paper: "A Fully Progressive Approach to Single-Image Super-Resolution"

python-100-days

Python - 100天从新手到大师

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-msssim

PyTorch differentiable Multi-Scale Structural Similarity (MS-SSIM) loss

pytorch-nested-unet

PyTorch implementation of UNet++ (Nested U-Net).