Fig. 5: Deep learning framework of 4D-PreNet for 4D-STEM preprocessing.
From: A Unified preprocessing framework for high-throughput diffraction pattern analysis
a Overview of the end-to-end three-stage deep learning pipeline for 4D-STEM data preprocessing. b Detailed workflow illustrating denoising, center detection, and ellipse calibration networks with intermediate outputs.