Realtime Bragg peak analysis on the edge near data source
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.