動機 Ubuntu 16.04にて、CaffeとMATLABをインストールする。 Caffeはインターフェイスとして、PythonやMATLABを用意している。 しかし、CaffeとMATLABのインストール手順についてはドキュ. Caffe is a deep learning framework made with expression, speed, and modularity in mind. It is developed by Berkeley AI Research and by community contributors. Yangqing Jia created the project during his PhD at UC Berkeley. Caffe is released under the BSD 2-Clause license.
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.
Import from Caffe. Import pretrained networks from Caffe by using the importCaffeNetwork function. There are many pretrained networks available in Caffe Model Zoo. Download the desired.prototxt and.caffemodel files and use importCaffeNetwork to import the pretrained network into MATLAB ®.
OS: Ubuntu 18.04: Others: Opencv, NCCL, CUDA 9.2, CUDNN: NOTE: For Ubuntu 17.04/ 18.04, there's an alternate way to directly install Caffe via apt-get install caffe-cpu and caffe-cuda.
Caffe Matlab
Opening the caffeimporter.mlpkginstall file from your operating system or from within MATLAB will initiate the installation process for the release you have. Harmony software dmg for mac. 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
Caffe Test Model
For more information on importing layers from Caffe, please visit our documentation at https://www.mathworks.com/help/deeplearning/ref/importcaffelayers.html
Caffe Matlab Free
To get a list of all the pretrained models supported by MATLAB, please visit https://www.mathworks.com/solutions/deep-learning/models.html