The emission of prompt radiation during accelerator operation poses a substantial health risk, necessitating a comprehensive search and securing of hazardous areas before initiation. By harnessing advancements in machine vision technology, the automatic identification of stranded personnel in controlled areas through camera imagery emerges as a viable solution for efficient search and security.