How do I pre-process and process non-image data for Deeplearning?

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Mye'on Williams 2022-3-15

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回答： Prateek Rai 2022-3-22

I am trying to make predictions using deep learning and CNN on non-image data but running into difficulty processing csv file for training.

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Mye'on Williams 2022-3-15

Its is a 10000x14 table which has values such as:

2.9 | 3.0 | 8.3 | 9.7 | 3.7 | -0.7 | -1.25 | -1.7 | 0.6 | 0.8 | 0.8 | 0.9 | 0.5 | 'unstable'

Data can not be reshaped to an image. I am tasked to use deep learning networks to a non-image dataset. Will CNN on non-image binary predictions be the way to go?

yanqi liu 2022-3-16

yes，sir，may be upload your data file，use reshape to get 4-D input，and train cnn

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Prateek Rai 2022-3-22

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Hi,

You can refer to "Signal Processing Applications" section of the following Preprocess Data for Domain-Specific Deep Learning Applications MathWorks Documentation page to know more about pre-processing non-image data for deep learning.