Intelligent Walk-through Weapon Detection System/IWDS is made up of a patented metal-classifying detection and analytic system, a visual camera and edge-computing embedded host with artificial intelligence technologies, a monitor tablet and the control cloud platform. The system can be set up outdoors and easily transported for event security or conveniently situated permanently in an indoor space