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Pretrained networks in matlab for extraction of deep features from images

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Sparkle89 2019 年 5 月 15 日
回答済み: Shounak Mitra 2019 年 5 月 17 日
I have found the Pretrained networks list in matlab documentation. I want to use a pretrained network for binary classification. The input is a 32x32 image patch.
In the documentation the minimum input size found is 224x224. How can I use my 32x32 image patch in this? Which is the good pretrained network for binary classification. I just started learning deep learning. Please help me with this.

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Shounak Mitra
Shounak Mitra 2019 年 5 月 17 日
Try using imresize() to scale your image to fit the network dimensions.
Usage Example:
% Access the trained model
net = alexnet
% See details of the architecture
% Read the image to classify
I = imread('peppers.png');
% Adjust size of the image
sz = net.Layers(1).InputSize
I = I(1:sz(1),1:sz(2),1:sz(3));
% Classify the image using AlexNet
label = classify(net, I)
% Show the image and the classification results

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