How to we integrate Alexnet with SVM using MATLAB deep network designer?

hi,

i am working with pretrained networks such as Alexnet, VGG-16, VGG-19, Resenet, Mobilenet atc. when i gone through the research paper

A Novel Proposed CNN-SVM Architecture for ECG Scalograms Classification , where pretrained networks are used for feature extraction and SVM is used for classification. just anyone help me out on how to connect the features obtained from pretrained models to SVM classifier.

do we have any codes in MATLAB ? / how to replace softmax layer ? / procedure to connect FC layer of Alexnet to SVM classifier using MATLAB deep network designer?

Answer 1

[Mandar]

I understand that you want to make use of pre-trained deep networks such as AlexNet to extract the features and further train the SVM classifier using those features.

You may refer to the following documentation to know more about making use of pretrained AlexNet for the feature extraction and training the SVM classifier using extracted features.

Link: https://in.mathworks.com/help/deeplearning/ref/alexnet.html