Ohhh no.....What are the options for lack of data?

What is the best plan of attack if organisations have a shortage of data? Synthetic data maybe?

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Hi, @MikeNashTech, and welcome to the community! :wave:

First, double-check that there is no way to collect more data. If you are sure that’s the case, explore data augmentation techniques and, yes, data synthesis techniques.

Exact techniques you have to use depend a lot on the data you have and the problem you are trying to solve. In the example of the image classification task, you may consider randomly resizing, cropping, rotating, and otherwise morphing images. Which kind of data do you work with?

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Thank you Yurij for your helpful reply. All the best Mike