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This software support package provides functions for importing pretrained models as well as layers of Convolutional Neural Networks (CNNs) from Caffe (http://caffe.berkeleyvision.org/). Pretrained models are imported as a SeriesNetwork or a Directed Acyclic Graph (DAG) network object.
Opening the caffeimporter.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 R2017a and beyond.
Usage Example (importCaffeNetwork):
% Specify files to import
protofile = 'digitsnet.prototxt';
datafile = 'digits_iter_10000.caffemodel';
% Import network
net = importCaffeNetwork(protofile,datafile)
Usage Example (importCaffeLayers):
% Specify file to import
protofile = 'digitsnet.prototxt';
% Import network layers
layers = importCaffeLayers('digitsnet.prototxt')
For more information on importing Caffe networks, please visit our documentation at https://www.mathworks.com/help/deeplearning/ref/importcaffenetwork.html
For more information on importing layers from Caffe, please visit our documentation at
https://www.mathworks.com/help/deeplearning/ref/importcaffelayers.html
To get a list of all the pretrained models supported by MATLAB, please visit https://www.mathworks.com/solutions/deep-learning/models.html
Compatibilité avec les versions de MATLAB
- Compatible avec les versions R2017a à R2026a
Plateformes compatibles
- Windows
- macOS (Apple Silicon)
- macOS (Intel)
- Linux
