residual-neural-network

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ameraner /dsen2-cr

Star156

DSen2-CR: A network for removing clouds from Sentinel-2 images. This repo contains the model code, written in Python/Keras, as well as links to pre-trained checkpoints and the SEN12MS-CR dataset.

deep-learning satellite sentinel satellite-imagery satellite-data sar optical sentinel-2 residual-neural-network sentinel-1 cloud-removal

UpdatedMay 22, 2024
Python

benniatli /BrainAgePredictionResNet

Star66

3D residual neural network that predicts age based on brain MRI images (implemented using TensorFlow 2).

machine-learning deep-learning keras mri convolutional-neural-networks uk-biobank residual-neural-network tensorflow2 brain-age-prediction

UpdatedMar 17, 2022
Jupyter Notebook

sidharthgurbani /HAR-using-PyTorch

Star15

Implement Human Activity Recognition in PyTorch using hybrid of LSTM, Bi-dir LSTM and Residual Network Models

har pytorch lstm human-activity-recognition bidirectional-lstm residual-neural-network uci-har-dataset

UpdatedMay 8, 2020
Python

ethanhe42 /ResNet-tensorflow

Star10

ResNet in tensorflow for CIFAR-100, CIFAR-10

cpu tensorflow pca convolutional-layers kmeans residual-neural-network deepnet

UpdatedSep 27, 2017
Jupyter Notebook

Moddy2024 /ResNet-9

Star9

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

cnn image-classification resnet convolutional-neural-networks cifar cifar10 residual-learning residual-neural-network resnets pytorch-implementation cifar10-classification cifar-10-classifier

UpdatedJan 12, 2023
Jupyter Notebook

rahul1-bot /Hybrid-Residual-Network-for-Pedestrian-Detection-and-Segmentation

Star7

object-detection image-segmentation semantic-segmentation pedestrian-detection residual-neural-network

UpdatedJun 12, 2022
Python

arasgungore /car-brand-recognition

Star6

Final project assigned for the Introduction to Image Processing (EE 475) course in the Spring 2023 semester.

computer-vision deep-learning image-processing cnn image-classification image-recognition resnet convolutional-neural-networks convolutional-neural-network residual-networks resnet-50 cnn-classification residual-neural-network stanford-cars car-recognition image-processing-python car-classification car-brands car-brand-classification stanford-car-dataset

UpdatedJan 9, 2024
Python

Abhradipta /Facial-Expression-Recognition

Star6

Facial Expression Classification Using Convolutional Neural Network And Residual Neural Networks.

python data-science machine-learning deep-neural-networks deep-learning jupyter-notebook image-processing data-visualization artificial-intelligence artificial-neural-networks resnet convolutional-neural-networks data-augmentation image-augmentation facial-expression-recognition residual-neural-network google-colab tensorflow2 image-augmentation-preprocessing

UpdatedSep 29, 2020
Jupyter Notebook

rytisss /PanelsDrillSegmentation

Star4

CNN implementation of article 'Segmentation of Drilled Holes in Texture Wooden Furniture Panels Using Deep Neural Network' by Rytis Augustauskas, Arūnas Lipnickas and Tadas Surgailis

unet residual-neural-network unet-image-segmentation atrous-convolution

UpdatedMar 19, 2022
Python

Filetto-Di-Salmone /GeNNus

Star4

Deep Neural Networks for music genre classification as a proxy for multiple analytical studies

deep-neural-networks deep-learning cnn pytorch resnet convolutional-neural-networks residual-neural-network vanishing-gradient

UpdatedFeb 3, 2023
Jupyter Notebook

shadowbourne /ST-ResNet-Pytorch

Star3

Deep Spatio-Temporal Residual Networks for Mobile Location Data Prediction (instead of original Crowd Flow Prediction) - Modified ST-ResNet

pytorch spatio-temporal-modeling spatio-temporal-prediction residual-neural-network st-resnet

UpdatedSep 30, 2021
Python

Cli98 /Urban-invasive-species

Star3

Official implementation for "Detecting plant invasion in urban parks with aerial image time series and residual neural network" published in remote sensing journal

deep-learning resnet residual-neural-network urban-parks invasive-plants urban-invasive-species autumn-olive illumination-condition

UpdatedOct 24, 2020
Python

mahidul5130 /ChurnNet_Deep_Learning_Enhanced_Customer_Churn-Prediction_in_Telecommunication_Industry

Star3

ChurnNet: Deep Learning Enhanced Customer Churn Prediction in Telecommunication Industry

residual-networks binary-classification churn-prediction cnn-classification residual-neural-network squeeze-and-excitation channel-attention spatial-channel-transformer telco-churn-classification resudal spatial-channel-attention

UpdatedJan 13, 2024
Jupyter Notebook

Sid2697 /Diabetes_Research

Star2

Neural Networks for predicting diabetes from Fingerprints.

fingerprint artificial-neural-networks diabetes convolutional-neural-networks residual-neural-network

UpdatedMay 10, 2018
Jupyter Notebook

AryanJ11 /Hyperspectral-Image-classification

Star2

HResNet with Attention for HSI classification

attention-mechanism hyperspectral-image-classification residual-neural-network

UpdatedNov 5, 2021
Jupyter Notebook

hishamcse /Robo-Chess

Star2

Robo-Chess, a comprehensive repository dedicated to developing chess engines using a variety of Deep Reinforcement Learning techniques

chess-engine deep-reinforcement-learning cnn pytorch kaggle-competition dqn gym lichess graphviz-dot stockfish ddqn residual-neural-network tianshou gym-chess

UpdatedAug 8, 2024
Jupyter Notebook

Karan-Choudhary /SuperResolution

Star2

GAN based Super resolution media engine

deep-learning gan super-resolution residual-neural-network dvc-pipeline

UpdatedMar 25, 2023
Jupyter Notebook

Bevinaa /Breed-Classification-of-Cats-and-Dogs-Using-Transformer-Architecture

Star2

By combining Transformer models for feature extraction with deep learning classifiers and optimizing them using a Genetic Algorithm, predicting the breed of cats and dogs.

python deep-learning genetic-algorithm residual-neural-network vision-transformer swin-transformer oxford-pets-dataset

UpdatedJul 6, 2025
Python

baotramduong /Emotion-AI-Facial-Key-points-Detection-with-Deep-Learning-Residual-Convolutional-Neural-Network

Star2

In this project, we will build, train and test a Convolutional Neural Networks with Residual Blocks to predict facial key point coordinates from facial images.

deep-learning cnn emotion-recognition residual-neural-network

UpdatedSep 11, 2021
Jupyter Notebook

rsarka34 /ILDNet

Star2

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

residual-learning crackle residual-neural-network ild disease-detection respiratory-sounds lung-sound-classification interstitial-lung-disease sinc-cnn icbhi-score bracets-dataset

UpdatedMay 3, 2025
MATLAB

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residual-neural-network

Here are 43 public repositories matching this topic...

ameraner /dsen2-cr

benniatli /BrainAgePredictionResNet

sidharthgurbani /HAR-using-PyTorch

ethanhe42 /ResNet-tensorflow

Moddy2024 /ResNet-9

rahul1-bot /Hybrid-Residual-Network-for-Pedestrian-Detection-and-Segmentation

arasgungore /car-brand-recognition

Abhradipta /Facial-Expression-Recognition

rytisss /PanelsDrillSegmentation

Filetto-Di-Salmone /GeNNus

shadowbourne /ST-ResNet-Pytorch

Cli98 /Urban-invasive-species

mahidul5130 /ChurnNet_Deep_Learning_Enhanced_Customer_Churn-Prediction_in_Telecommunication_Industry

Sid2697 /Diabetes_Research

AryanJ11 /Hyperspectral-Image-classification

hishamcse /Robo-Chess

Karan-Choudhary /SuperResolution

Bevinaa /Breed-Classification-of-Cats-and-Dogs-Using-Transformer-Architecture

baotramduong /Emotion-AI-Facial-Key-points-Detection-with-Deep-Learning-Residual-Convolutional-Neural-Network

rsarka34 /ILDNet

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