Deep Learning Toolbox Model for MobileNet-v2 Network
Updated Wed, 15 Mar 2023 00:00:00 +0000
MobileNetv2 is a pretrained model that has been trained on a subset of the ImageNet database. The model is trained on more than a million images and can classify images into 1000 object categories (e.g. keyboard, mouse, pencil, and many animals).
Opening the mobilenetv2.mlpkginstall file from your operating system or from within MATLAB will initiate the installation process for the release you have.
This mlpkginstall file is functional for R2019a and beyond.
% Access the trained model
net = mobilenetv2();
% 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 mobilenetv2
label = classify(net, I)
% Show the image and the classification results
Please visit the documentation page to learn more: https://www.mathworks.com/help/deeplearning/ref/mobilenetv2.html
MATLAB Release Compatibility
Platform CompatibilityWindows macOS Linux
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