how to implement CBAM with a pretarined network in matlab. i have seen tutorials doing this on other platforms but not on matlab.

6 次查看（过去 30 天）

显示更早的评论

Laraib 2023-5-26

0
链接

此问题的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/1973934-how-to-implement-cbam-with-a-pretarined-network-in-matlab-i-have-seen-tutorials-doing-this-on-other

评论： Laraib 2024-5-27

%this is the code i found on GitHub but couldn't implement it

lgraph = layerGraph();

tempLayers = imageInputLayer([227 227 3],"Name","imageinput");

lgraph = addLayers(lgraph,tempLayers);

tempLayers = maxPooling2dLayer([5 5],"Name","maxpool_1","Padding","same");

lgraph = addLayers(lgraph,tempLayers);

tempLayers = averagePooling2dLayer([5 5],"Name","avgpool2d_1","Padding","same");

lgraph = addLayers(lgraph,tempLayers);

tempLayers = [

multiplicationLayer(2,"Name","multiplication_1")

fullyConnectedLayer(10,"Name","fc_1")

fullyConnectedLayer(10,"Name","fc_2")

fullyConnectedLayer(10,"Name","fc_3")

leakyReluLayer(0.01,"Name","leakyrelu_1")];

lgraph = addLayers(lgraph,tempLayers);

tempLayers = averagePooling2dLayer([5 5],"Name","avgpool2d_2","Padding","same");

lgraph = addLayers(lgraph,tempLayers);

tempLayers = maxPooling2dLayer([5 5],"Name","maxpool_2","Padding","same");

lgraph = addLayers(lgraph,tempLayers);

tempLayers = [

multiplicationLayer(2,"Name","multiplication_2")

leakyReluLayer(0.01,"Name","leakyrelu_2")

sigmoidLayer("Name","sigmoid")

yolov2OutputLayer([16 16;32 32],"Name","yolov2-out")];

lgraph = addLayers(lgraph,tempLayers);

% 清理辅助变量

clear tempLayers;

%链接所有层

lgraph = connectLayers(lgraph,"imageinput","maxpool_1");

lgraph = connectLayers(lgraph,"imageinput","avgpool2d_1");

lgraph = connectLayers(lgraph,"maxpool_1","multiplication_1/in2");

lgraph = connectLayers(lgraph,"avgpool2d_1","multiplication_1/in1");

lgraph = connectLayers(lgraph,"leakyrelu_1","avgpool2d_2");

lgraph = connectLayers(lgraph,"leakyrelu_1","maxpool_2");

lgraph = connectLayers(lgraph,"avgpool2d_2","multiplication_2/in1");

lgraph = connectLayers(lgraph,"maxpool_2","multiplication_2/in2");

0 comments on commit b93ff1d

2 个评论
显示无隐藏无

Tian,HCong 2024-5-27

Hello, have you resolved your problem now? I am also very interested in this problem.

Laraib 2024-5-27

No i was not able to resolve it. Though my fellow implemented it but using tensorflow and python. In matlab, I couldn't do it.

请先登录，再进行评论。

请先登录，再回答此问题。

回答（0 个）

请先登录，再回答此问题。

类别

MATLAB External Language Interfaces Python with MATLAB Call Python from MATLAB

在 Help Center 和 File Exchange 中查找有关 Call Python from MATLAB 的更多信息

产品

版本

R2022a

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by