/edgeHEDM

HEDM on the edge near data source

Primary LanguagePython

edgeHEDM

Realtime Bragg peak analysis on the edge near data source

Software Arch

This repo hosts code to localize (with sub-pixel accuracy) Bragg peaks from X-ray diffraction frames streamed from EPICS-enabled area detector. BraggNN trained using code in this repo or remote data center AI-system using this distributed workflow, is used to localize Bragg peaks faster than conventional psuedo-Voigt.

For debug and evaluation purpose, one can also use daq-simu-pva.py to simulate data (of given) streamed from the area detector.

Software Arch