Download pretrained deep learning models (e.g., inceptionv3) solely through commands (instead of via a web browser)

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Hongcheng Liu 2023-4-28

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https://ww2.mathworks.cn/matlabcentral/answers/1954849-download-pretrained-deep-learning-models-e-g-inceptionv3-solely-through-commands-instead-of-via

评论： Hongcheng Liu 2023-5-18

To download pretrained models, such as inceptionv3, there is a very nice example here: "https://www.mathworks.com/help/deeplearning/ref/inceptionv3.html".

However, the only means of downloading explained in this example is through a web browser. This makes it a bit challenging for operating on a third-party clusters. Is there a way to download these pre-trained models through command lines solely?

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Answer 1

Piyush Dubey 2023-5-2

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https://ww2.mathworks.cn/matlabcentral/answers/1954849-download-pretrained-deep-learning-models-e-g-inceptionv3-solely-through-commands-instead-of-via#answer_1227369

Hi,

There are multiple ways by which a model can be imported to MATLAB, the method as specified does interact with a browser to download the model. While dealing with a third-party cluster a pretrained and saved model in formats like .h5 can be used. There are certain packages that may help in doing so. The documentation and possible workarounds for the same can be found under the section of “Import and Export of Neural Networks” attached below:

https://www.mathworks.com/help/deeplearning/ug/pretrained-convolutional-neural-networks.html

Hope this helps!