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DataAnalyser imporvements #5430

@myron

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@myron

auto3dseg.DataAnalyser improvements:

  • it should run on GPU by default. Current implementation always runs on CPU, without any options to change it
  • histogram stats needs reworking. The default should not be -500..500 intensity range (which is very specific for certain CT data). there should be a better logic, if this range is not provided.
    As a workaround - if it is not provided, we can skip this stat completely.
  • when running on GPU we should use parallel workers of DataLoader (currently it's not in parallel).
  • connected components. I think we can have this option as False by default to speed up data analysis

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