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Center refinement using powder diffraction data

Egor Sobolev requested to merge feat/powder into main

This implements refinement of beam position and camera length using powder diffraction data.

This includes:

  1. the tool to average images over a given run.
  2. the tool to find beam position and camera length

The powder diffraction processing algorithm includes:

  1. estimation of shadow mask
  2. image binarization
  3. indexing of the rings with respect to a given calibrant
  4. fitting circles to the extracted rings
  5. refinement of camera length

Visualization provides:

  1. Plot of extracted rings and fitted circles
  2. Radial profile with respect to refined beam center

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