residual-neural-network

Here are 36 public repositories matching this topic...

ameraner / dsen2-cr

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

Updated May 22, 2024
Python

benniatli / BrainAgePredictionResNet

Star

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

Updated Mar 17, 2022
Jupyter Notebook

sidharthgurbani / HAR-using-PyTorch

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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

Updated May 8, 2020
Python

ethanhe42 / ResNet-tensorflow

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ResNet in tensorflow for CIFAR-100, CIFAR-10

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

Updated Sep 27, 2017
Jupyter Notebook

Moddy2024 / ResNet-9

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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

Updated Jan 12, 2023
Jupyter Notebook

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

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

Updated Jun 12, 2022
Python

Abhradipta / Facial-Expression-Recognition

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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

Updated Sep 29, 2020
Jupyter Notebook

rytisss / PanelsDrillSegmentation

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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

Updated Mar 19, 2022
Python

Filetto-Di-Salmone / GeNNus

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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

Updated Feb 3, 2023
Jupyter Notebook

shadowbourne / ST-ResNet-Pytorch

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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

Updated Sep 30, 2021
Python

Cli98 / Urban-invasive-species

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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

Updated Oct 24, 2020
Python

arasgungore / car-brand-recognition

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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

Updated Jan 9, 2024
Python

Sid2697 / Diabetes_Research

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Neural Networks for predicting diabetes from Fingerprints.

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

Updated May 10, 2018
Jupyter Notebook

Karan-Choudhary / SuperResolution

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GAN based Super resolution media engine

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

Updated Mar 25, 2023
Jupyter Notebook

AryanJ11 / Hyperspectral-Image-classification

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HResNet with Attention for HSI classification

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

Updated Nov 5, 2021
Jupyter Notebook

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

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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