Introduction: clever parking sensors working with dual-mode detection and cloud integration achieve almost ninety nine% accuracy, improving city parking efficiency and cutting down congestion in intricate city environments. with a bustling night in the guts of a major city, commuters circle endlessly seeking parking, their disappointment mounting