Transfer Learning with non-Image, Feature Vector data

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Luke Megonigal 2021-7-9

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此问题的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/875583-transfer-learning-with-non-image-feature-vector-data

回答： Rishik Ramena 2021-7-19

Hello, all

I am looking to use the DeepNetworkDesigner, as I have learned that it is useful for transfer learning. Unfortunately, most of the documentation concerns image-typed data. I am looking to use the DeepNetworkDesigner on data that is not an image. My data are simple feature vectors. All of the examples I have found are for image-data.

My inclination is to import the data as a datastore. I have not used datastores before, and I also do not know how to format them for the DeepNetworkDesigner.

Does anyone have experience with this and can they point me in the right direction?

Luke

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Answer 1

Rishik Ramena 2021-7-19

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https://ww2.mathworks.cn/matlabcentral/answers/875583-transfer-learning-with-non-image-feature-vector-data#answer_749668

This page here has resources to help you with importing data into DeepNetworkDesigner. To help you on using datastores in DeepNetworkDesigner, here's a comprehensive resource to help you ramp up.