Visual Timelines of Police Encounters in Body-Worn Camera Footage: Operational Context and Activity Cataloging for Training and Analysis in OpenBWC

In three linesApproach to process body-worn camera (BWC) video into 10-second windows labeled by operational context and motion intensity. Models trained with CLIP and optical flow: 78.75% accuracy for context, 88.33% for activity. Privacy-conscious protocol to speed up incident review and officer training workflows.

Summary generated by Claude — human-verified