squeeze-and-excitation 开源项目推荐（53 个）

qubvel /classification_models

在ImageNet上训练的分类模型。克拉斯。

ai-med /squeeze_and_excitation

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

DebeshJha /ResUNetPlusPlus

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

signatrix /regnet

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

abhi4ssj /few-shot-segmentation

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

yy9568 /SE_DenseNet

这是一个 SE_DenseNet，包含 senet（Jie Hu、Li Shen 和 Gang Sun 的 Squeeze-and-Excitation Networks）模块，使用 PyTorch 编写，训练和评估代码已发布。

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)

mnikitin /channel-attention

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

DebeshJha /NanoNet

NanoNet：实时医学图像分割架构（IEEE CBMS）的官方实现。

mpatacchiola /contextual-squeeze-and-excitation

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

imkhan2 /se-resnet

A squeeze-and-excitation enabled ResNet for image classification

frechele /SENet-PyTorch

Squeeze and Excitation network implementation.

Tensor46 /TensorMONK

A collection of deep learning models (PyTorch implemtation)

nikhilroxtomar /Attention-Mechanism-Implementation

Implementation of different attention mechanisms in TensorFlow and PyTorch.

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

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

tshr-d-dragon /Semantic_Segmentation_Models

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

Ksuryateja /LS-CNN

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

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.

mahidul5130 /ChurnNet_Deep_Learning_Enhanced_Customer_Churn-Prediction_in_Telecommunication_Industry

ChurnNet: Deep Learning Enhanced Customer Churn Prediction in Telecommunication Industry

chaima-massaoudi /Heart-Reader-From-Deep-Learning-to-Edge-AI-for-Automated-ECG-Diagnosis

Multimodal deep learning for automated 12-lead ECG diagnosis | Macro-AUC 0.927 on PTB-XL | InceptionTime1D + SE Attention + PTB-XL+ Feature Fusion | Edge AI (INT8/ONNX) | Interactive Web Dashboard