image generation using machine learning .suggestions required

I have images like this(attacked) .is it possible to use machine learning to learn the pattern of each black shape( there are more then 50 black irregular shapes) and to generate a new random shape . ?(may be my question is not very clear in meaning ). please guide

[jahanzaib ahmad]