Introduction: ARM-dependent single board computers with 1TOPS NPUs and wide protocol assist enable rugged, scalable AIoT methods for industrial automation, maximizing effectiveness and decreasing downtime. In currently’s landscape, where by speedy electronic transformation satisfies the complexity of industrial operations, deciding upon the corr