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What is least dataset for Learning using CNN? - Printable Version

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What is least dataset for Learning using CNN? - lokoprof - May-11-2020

What is the least smallest sample that can be learned using CNN for a research? I have 60 datasets of large images (20, 20, 20) for three classes.


RE: What is least dataset for Learning using CNN? - hussainmujtaba - May-13-2020

To train a neural network, you must have a large amount of data to get good results. If you have just 60 samples and cannot get more, I highly suggest you use Transfer learning.


RE: What is least dataset for Learning using CNN? - jefsummers - May-13-2020

You aren't going to get an absolute answer. Larger is obviously better, but it should not take a lot of work to do a train/test split and try training, see how accurate you get. The real answer is that it depends on how accurate you need this to be.