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
