Is it possible to train numeric data using transfer learning?

Question

Byung - Gi Jeon 2020-9-20

评论： Byung - Gi Jeon 2020-9-21

I did research on learning large amounts of numeric data with RNN (LSTM).

The results were pretty accurate.

However, recently, I would like to compare result CNN and transfer learning.

I have studied many matlab examples documents and search on google.

However, I couldn't find an example of learning 'double(numeric)' data. Everything is for images.

So my question is, is it possible learn double data using transfer learning? If so, can you give me an example or material I can refer to?

I really sorry for the worst English skills.

Thank you.

Answer 1

Walter Roberson 2020-9-20

Yes, it is possible to use transfer learning for non-image data.

The concepts are the same as for image recognition; the problem is finding a pre-trained network that can be usefully adapted for your purposes.

Byung - Gi Jeon 2020-9-21

Thank you Roberson. I was a great help.

I`m weak at python so I wanted to implement it in matlab. But I`ll try.

Thank you so much for finding good doc. once again.