Public restrooms are frequently visited spaces in shopping malls, office buildings, hospitals, schools, and various other public establishments. To prioritize hygiene and minimize the risk of contamination, an increasing number of these facilities are now incorporating touchless or hands-free sensor faucets and soap dispensers. The importance of touchless operation stems from the fact that contamination…