Find boundaries to seperate peaks in a 3D plot

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Could you tell me how to find boundaries to seperate the peaks in the 3D plot below? Ideally, the boundaries are at local minimum. Peaks can be generated using Gaussian distributions with some noise.
Thanks
3D plot.jpg

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