Extracting features from an intermediate layer in vgg16.

Hello,
I am trying to extract features from layer 32 of vgg16 model. It's the max-pooling layer just above the first fully-connected layer.
Here are the model's layers as defined in matlab: https://in.mathworks.com/help/deeplearning/ref/vgg16.html
Thank you for your answers.

답변 (1개)

Saurabh Chavan
Saurabh Chavan 2021년 4월 16일
Found what I was seeking for.
Here's an example code:
net = vgg16;
I = imread('flower.jpg');
featureMap = activations(net, I, 'pool5');
disp(featureMap);

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2021년 4월 16일

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2021년 4월 16일

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