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Topic: "squeeze-and-excitation"

qubvel/classification_models

Classification models trained on ImageNet. Keras.

Language: Python - Size: 4.01 MB - Last synced at: 11 days ago - Pushed at: about 3 years ago - Stars: 1,231 - Forks: 310

ai-med/squeeze_and_excitation

PyTorch Implementation of 2D and 3D 'squeeze and excitation' blocks for Fully Convolutional Neural Networks

Language: Python - Size: 318 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 292 - Forks: 50

signatrix/regnet

Pytorch implementation of network design paradigm described in the paper "Designing Network Design Spaces"

Language: Python - Size: 953 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 177 - Forks: 22

DebeshJha/ResUNetPlusPlus

Official code for ResUNetplusplus for medical image segmentation (TensorFlow & Pytorch implementation) (IEEE ISM)

Language: Python - Size: 293 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 134 - Forks: 33

zhouyuangan/SE_DenseNet

This is a SE_DenseNet which contains a senet (Squeeze-and-Excitation Networks by Jie Hu, Li Shen, and Gang Sun) module, written in Pytorch, train, and eval codes have been released.

Language: Python - Size: 755 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 94 - Forks: 17

abhi4ssj/few-shot-segmentation

PyTorch implementation of 'Squeeze and Excite' Guided Few Shot Segmentation of Volumetric Scans

Language: Python - Size: 484 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 87 - Forks: 15

MingtaoGuo/CNN-for-Chinese-Calligraphy-Styles-classification

A convolution neural network with SE block and haar wavelet block for Chinese calligraphy styles classification by TensorFlow.(Paper: A novel CNN structure for fine-grained classification of Chinesecalligraphy styles)

Language: Python - Size: 9.67 MB - Last synced at: 4 months ago - Pushed at: about 6 years ago - Stars: 43 - Forks: 4

mnikitin/channel-attention

Gluon implementation of channel-attention modules: SE, ECA, GCT

Language: Python - Size: 1.08 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 32 - Forks: 8

mpatacchiola/contextual-squeeze-and-excitation

Official Pytorch implementation of the paper "Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification" (NeurIPS 2022)

Language: Python - Size: 15.8 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 24 - Forks: 1

Tensor46/TensorMONK

A collection of deep learning models (PyTorch implemtation)

Language: Python - Size: 130 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 20 - Forks: 6

DebeshJha/NanoNet

NanoNet: Real-time medical Image segmentation architecture (IEEE CBMS)

Language: Python - Size: 2.91 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 18 - Forks: 7

frechele/SENet-PyTorch

Squeeze and Excitation network implementation.

Language: Python - Size: 10.7 KB - Last synced at: 3 months ago - Pushed at: about 6 years ago - Stars: 18 - Forks: 4

imkhan2/se-resnet

A squeeze-and-excitation enabled ResNet for image classification

Language: Python - Size: 3.91 KB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 12 - Forks: 6

nikhilroxtomar/Attention-Mechanism-Implementation

Implementation of different attention mechanisms in TensorFlow and PyTorch.

Language: Python - Size: 8.79 KB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 11 - Forks: 7

thauptmann/3D-ResNet-Builder-for-Keras

A module for creating 3D ResNets with different depths and additional features.

Language: Python - Size: 74.2 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 8 - Forks: 3

JGuymont/humanware

Different convolutional neural network implementations for predicting the lenght of the house numbers in the SVHN image dataset. First part of the Humanware project in ift6759-avanced projects in ML.

Language: Python - Size: 233 MB - Last synced at: 5 months ago - Pushed at: over 6 years ago - Stars: 6 - Forks: 0

Ksuryateja/LS-CNN

PyTorch implementation of LS-CNN: Characterizing Local Patches at Multiple Scales for Face Recognition

Language: Python - Size: 39.1 KB - Last synced at: 8 months ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 2

tshr-d-dragon/Semantic_Segmentation_Models

I am aiming to write different Semantic Segmentation models from scratch with different pretrained backbones.

Language: Python - Size: 183 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 1

edshkim98/ChannelwiseAttention

Implementation of various channel-wise attention modules

Language: Python - Size: 8.79 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

achgls/music-genre-classification

Music genre classification project as part of the Numerical Analysis for Machine Learning course at Politecnico di Milano, A.Y 2022-2023.

Language: Python - Size: 7.63 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 2 - Forks: 1

promaprogga/iResSENet-An-Accurate-Convolutional-Neural-Network-for-Retinal-Blood-Vessel-Segmentation

This repository contains the original implementation of "iResSENet: An Accurate Convolutional Neural Network for Retinal Blood Vessel Segmentation".

Language: Jupyter Notebook - Size: 1.27 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

0xpye/rooftop_detection

The 'Advanced topics in Computer Science' big project by Duc Tran Van, Manh Hoang Duc, Hoang Pham Tuan Nguyen, Thang Pham Duc

Language: Jupyter Notebook - Size: 1.78 MB - Last synced at: 29 days ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

YeongHyeon/SENet-Simple

Implementation of Squeeze and Excitation Networks (SENet) with MNIST dataset

Language: Python - Size: 64.5 KB - Last synced at: 5 months ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 1

glee1228/Cardiac_segmentation

Cardiac_segmentation based on 3D Convolution Neural Network with SE blocks

Language: Python - Size: 1.31 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 1

VIVelev/SENet-flow

Squeeze-and-Excitation Network - implementation in TensorFlow

Language: Jupyter Notebook - Size: 633 KB - Last synced at: 9 days ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 1

janaghoniem/Fruits-Recognition-Using-Deep-Learning-with-Data-Augmentation

A deep learning project for classifying 130+ fruits using EfficientNet, ResNet, and MobileNet with custom augmentations and SE blocks. Built on the Fruits-360 dataset.

Language: Jupyter Notebook - Size: 31.7 MB - Last synced at: 12 days ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

mradovic38/cnn-dominant-color-recognition

Detecting a dominant color of Tulip images using various convolutional neural networks.

Language: Jupyter Notebook - Size: 41.4 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

Navya0203/RESNET-ON-CIFAR-10

In this project, we proposed a straightforward strategy to engineer Residual networks with fewer than 5M parameters for CIFAR10 dataset

Language: Jupyter Notebook - Size: 17.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 1

mahidul5130/ChurnNet_Deep_Learning_Enhanced_Customer_Churn-Prediction_in_Telecommunication_Industry

ChurnNet: Deep Learning Enhanced Customer Churn Prediction in Telecommunication Industry

Language: Jupyter Notebook - Size: 403 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

raj-1411/PITS-Net

Poly-Attention Intel Transfer Segmentation Network for skin lesion segmentation

Language: Jupyter Notebook - Size: 2.15 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

achgls/music-genre-classification-gtzan

Music genre classification project as part of the Numerical Analysis for Machine Learning course at Politecnico di Milano, A.Y 2022-2023.

Size: 1.59 GB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

ananiask8/study-hall

Deep Learning studies.

Language: Jupyter Notebook - Size: 2.22 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

gaetanserre/GAiA

GAiA is a UCI chess engine built with C++ 17, ONNX and Pytorch. It performs an in-depth analysis and uses a complex squeeze-and-excitation residual network to evaluate each chess board.

Language: C++ - Size: 106 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

artem-gorodetskii/Nutrient-Deficiency-Stress-Segmentation

Application of a self-normalizing network for object segmentation.

Language: Jupyter Notebook - Size: 27.2 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

anvdn/SqueezeAndExcitationNetworks

Implementation of SE-ResNet, SE-ResNeXt and SE-InceptionV3 from scratch and comparison of the results obtained for CIFAR-10, CIFAR-100 and Tiny ImageNet with the original paper.

Language: Jupyter Notebook - Size: 71.4 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

Ootzk/SsENet.PyTorch

An experimental implementation to verify variation idea to Squeeze-and-Excitation Networks(SENet)

Language: Python - Size: 15.3 MB - Last synced at: 5 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

livenletdie/pytorch-mobilenet Fork of StevenLOL/pytorch-mobilenet

PyTorch Implementation of Mobilenet Variants including support for residual connections, group convolutions and squeeze-excite blocks

Language: Python - Size: 15.6 KB - Last synced at: 9 months ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

Related Topics
pytorch 15 deep-learning 14 tensorflow 9 residual-networks 8 convolutional-neural-networks 7 unet 6 neural-network 6 resnet 5 segmentation 4 cnn 4 keras 4 image-classification 4 attention-mechanism 3 channel-attention 3 imagenet 3 computer-vision 3 senet 3 densenet 3 cnn-classification 3 resnet-18 2 machine-learning 2 gtzan-dataset 2 music 2 few-shot-learning 2 medical-imaging 2 mobilenetv2 2 transfer-learning 2 cifar-10 2 semantic-segmentation 2 image-segmentation 2 attention 2 pytorch-implementation 2 artificial-intelligence 2 medical-image-segmentation 2 u-net 2 mobilenet 2 resnext 2 regnet 1 attention-augmented-conv 1 resunet-plus-plus 1 resunet-architecture 1 stand-alone-self-attention 1 resunet 1 transformers 1 classifier 1 mnist-classification 1 mnist-dataset 1 classification-model 1 imagenet-classifier 1 paradigm 1 fair 1 unet-model 1 designing-network-design-spaces 1 eca 1 ecanet 1 classification 1 gct 1 anynet 1 se 1 sagan 1 gluon 1 mxnet 1 inception-resnet-v2 1 tensorflow-models 1 svhn-classifier 1 svhn-dataset 1 university-project 1 group-normalization 1 object-segmentation 1 self-normalizing-neural-networks 1 unet-image-segmentation 1 r2u-net 1 rooftop-detection 1 background-replacement 1 data-augmentation 1 efficientnetb0 1 fruits360 1 image-recognition 1 resnet-50 1 inceptionv3 1 nasnet 1 pretrained-models 1 pretrained-weights 1 vgg 1 xception 1 experiment 1 data-analysis 1 dominant-color 1 kmeans-clustering 1 regression 1 torchaudio 1 meta-learning 1 paper 1 squeeze-and-excitation-networks 1 haarwavelet 1 radam 1 pggan 1 neural-decision-forest 1 mobilenet-ssd 1 lookahead 1