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GitHub topics: residual-learning

cszn/DnCNN

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

Language: MATLAB - Size: 125 MB - Last synced at: 26 days ago - Pushed at: over 3 years ago - Stars: 1,563 - Forks: 544

SuperBruceJia/EEG-DL

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

Language: Python - Size: 938 KB - Last synced at: 25 days ago - Pushed at: over 2 years ago - Stars: 1,035 - Forks: 231

rsarka34/ILDNet

ILDNet: A Novel Deep Learning Framework for Interstitial Lung Disease Identification Using Respiratory Sounds (IEEE SPCOM-2024)

Language: MATLAB - Size: 185 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

hellloxiaotian/ECNDNet

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

Language: Python - Size: 13.2 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 58 - Forks: 6

icon-lab/ResViT

Official Implementation of ResViT: Residual Vision Transformers for Multi-modal Medical Image Synthesis

Language: Python - Size: 2.01 MB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 146 - Forks: 27

mhaut/pResNet-HSI

Source code of "Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification"

Language: Python - Size: 160 KB - Last synced at: 3 months ago - Pushed at: about 5 years ago - Stars: 58 - Forks: 14

MahdiTabassian/Deep-Clutter-Filtering

Deep Spatiotemporal Clutter Filtering of Transthoracic Echocardiographic Images Using a 3D Convolutional Auto-Encoder

Language: Python - Size: 4.03 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

hellloxiaotian/BRDNet

Image denoising using deep CNN with batch renormalization(Neural Networks,2020)

Language: Python - Size: 137 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 188 - Forks: 32

shubhampundhir/Image-Superesolution-Using-Machine-Learning

Image SuperResolution using Random Forest Regressor(RFSR), Support Vector Regressor(SVR) Machine learning Models.

Language: Jupyter Notebook - Size: 313 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

RaoUmer/SRResCGAN

Code repo for "Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-Resolution" (CVPRW NTIRE2020).

Language: Python - Size: 24.3 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 96 - Forks: 17

alvarobartt/understanding-resnet

🧠 ResNet: Deep Residual Learning for Image Recognition

Language: Python - Size: 1.16 MB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 1

iiteen/img_denoising

Implementation of a deep neural network for denoising extreme low-light images using residual learning

Language: Jupyter Notebook - Size: 25.8 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

makolon/hsr_isaac_tamp

Implement PDDLStream for Toyota Human Support Robot (HSR) and offer parallel reinforcement learning environment on Isaac Sim.

Language: Python - Size: 214 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 12 - Forks: 0

wbhu/DnCNN-tensorflow

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

Language: Python - Size: 114 MB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 358 - Forks: 152

ycq091044/MICRON

Code of MICRON, MIMIC data processing, Residual Learning

Language: Python - Size: 4.16 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 10 - Forks: 3

DebeshJha/TransNetR

Official implementation of TransNetR: Transformer-based Residual Network for Polyp Segmentation with Multi-Center Out-of-Distribution Testing (MIDL 2022)

Language: Python - Size: 9.91 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 2

Meteors-flash/Research-and-Application-on-Single-Image-Super-Resolution

a graduation project

Language: Python - Size: 1.75 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

NJU-Jet/SR_Mobile_Quantization

Winner solution of mobile AI (CVPRW 2021).

Language: Python - Size: 554 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 138 - Forks: 41

iduta/pyconv

Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition (https://arxiv.org/pdf/2006.11538.pdf)

Language: Python - Size: 207 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 312 - Forks: 52

garyzhao/FRGAN

The Pytorch implementation for "Learning to Forecast and Refine Residual Motion for Image-to-Video Generation" (ECCV 2018).

Language: Python - Size: 112 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 42 - Forks: 6

qraleq/dr2net

tensorflow implementation of dr2net

Language: Python - Size: 83.7 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 8 - Forks: 2

qiyuantian/DeepDTI

DeepDTI Tutorial

Language: HTML - Size: 304 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 20 - Forks: 6

iduta/iresnet

Improved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)

Language: Python - Size: 28.3 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 224 - Forks: 42

grishavak/LIDIA-denoiser

LIDIA: Lightweight Learned Image Denoising with Instance Adaptation (NTIRE, 2020)

Language: Python - Size: 204 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 63 - Forks: 14

shreyansh-2003/MLR-Gradient-Descent-For-Model-Explainability

This repository contains a comprehensive implementation of gradient descent for linear regression, including visualizations and comparisons with ordinary least squares (OLS) regression. It also includes an additional implementation for multiple linear regression using gradient descent.

Language: Jupyter Notebook - Size: 4.32 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

Moddy2024/ResNet-9

Designed a smaller architecture implemented from the paper Deep Residual Learning for Image Recognition and achieved 93.65% accuracy.

Language: Jupyter Notebook - Size: 44.4 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

Chandra-cc/IDCBreastCancer_histopathologyImages_deepResidualLearning

IDC prediction in breast cancer histopathology images using deep residual learning with an accuracy of 99.37% in a subset of images containing a total of 7,500 microscopic images.

Language: Jupyter Notebook - Size: 2.09 MB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 3 - Forks: 2

deep-learning-algorithm/ResNet

Implementation of ResNet series Algorithm

Language: Python - Size: 1.32 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 1

deep-learning-algorithm/GoogLeNet

Implementation of GoogLeNet series Algorithm

Language: Python - Size: 491 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 3

iduta/coconv

[ICCV W] Contextual Convolutional Neural Networks (https://arxiv.org/pdf/2108.07387.pdf)

Language: Python - Size: 892 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 13 - Forks: 3

tate8/AI-flashcards

An educational AI-powered flashcards web app

Language: Jupyter Notebook - Size: 98.5 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

shawnhan108/The-Recommenders

An exploration of recommender systems using Bayesian Bandit, matrix factorization, deep learning, and residual learning.

Language: Jupyter Notebook - Size: 44.1 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

basiralab/RESNets

Residual Embedding Similarity-based Network Selection (RESNets) for forecasting network dynamics.

Language: Python - Size: 1.23 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 2

Chandra-cc/Pneumonia-diagnosis-using-deep-residual-learning-with-a-classification-accuracy-of-98.22

Classification between normal and pneumonia affected chest-X-ray images using deep residual learning along with separable convolutional network(CNN). This methodology involves efficient edge preservation and image contrast enhancement techniques for better classification of the X-ray images.

Language: Jupyter Notebook - Size: 1.65 MB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 3

RahulSkr/skinCarcinomaDetection

A deep neural network developed following the residual learning and separable convolution paradigms to diagnose basal and squamous cell carcinoma using a subset of ISIC dataset.

Language: Python - Size: 8.35 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 1

tanishqjasoria/DeepLearning

Implementation of some Neural Network architecture using Numpy, TensorFlow and Keras.

Language: Jupyter Notebook - Size: 353 MB - Last synced at: 2 months ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 1

Related Keywords
residual-learning 36 deep-learning 14 pytorch 10 cnn 9 machine-learning 8 deep-neural-networks 8 convolutional-neural-networks 7 image-classification 6 resnet 5 python 4 tensorflow 4 deep-residual-learning 4 image-denoising 4 imagenet 3 image-processing 3 computer-vision 3 pattern-recognition 3 keras 3 residual-networks 3 super-resolution 3 transformers 3 artificial-intelligence 3 image-recognition 2 residual-neural-network 2 dilated-convolution 2 low-level-vision 2 mri 2 resnets 2 visual-recognition 2 imagesuperresolution 2 ai 2 residual-network 2 neural-network 2 neural-networks 2 attention-mechanism 2 separable-convolution-paradigms 2 separable-convolutions 2 idc-dataset 1 idc-prediction 1 microscopic-images 1 data-visualization 1 data-analysis 1 densenet-201 1 densenet-264 1 boston-housing-price-prediction 1 interstitial-lung-disease 1 densetnet 1 lightweight-neural-network 1 densetnet-121 1 densetnet-169 1 lightweight 1 collaborative-filtering 1 optimization-algorithms 1 multiple-linear-regression-model 1 linear-regression 1 ordinary-least-squares 1 fine-tuning 1 sklearn-library 1 gradient-descent 1 statsmodels 1 cifar 1 cifar-10-classifier 1 cifar10 1 cifar10-classification 1 pytorch-implementation 1 explainable-machine-learning 1 accuracy 1 deep-learning-algorithms 1 grad-cam 1 matrix-factorization 1 movielens-dataset 1 multilayer-networks 1 recommender-system 1 adversarial-connectome-embedding 1 brain-networks 1 cbt 1 connectional-brain-template 1 evolution-trajectories 1 geometric-deep-learning 1 graph-embedding 1 network-neuroscience 1 sample-selection 1 similarity-learning 1 chest-xray-images 1 convolutional-networks 1 dense 1 keras-neural-networks 1 max-poo 1 pneumonia 1 dataset 1 publication 1 transfer-learning 1 resnet-101 1 resnet-152 1 resnet-18 1 resnet-34 1 resnet-50 1 batch-normalization 1 googlenet 1 googlenet-bn 1