Newbie needs help generating data charts for pattern recognition

Hello guys, I am a newbie to neural nets. I need your help I have 6 data patterns in a quality control chart and I need from those 6 graphs to generate more of each of them in order to use them to train a neural net do identify them in random charts. I have tried using Gaussian distribution noise but something doesn't work well. I prefer using python to generate them.

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