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Weapons detection systems, namely, portable walk-through units for temporary use at gathering spaces for detecting weapons utilizing computer hardware and software systems; Weapons detection systems, namely, portable walk-through units for temporary use at gathering spaces for detecting weapons utilizing computer hardware and software systems including artificial intelligence and machine learning; Weapons detection systems, namely, portable walk-through units for temporary use at gathering spaces for detecting weapons utilizing multi-sensor fusion; Weapons detection systems, namely, portable walk-through units for temporary use at gathering spaces for detecting weapons utilizing radar; Weapons detection systems, namely, portable walk-through units for temporary use at gathering spaces for detecting weapons utilizing facial recognition technologies; Weapons detection system for temporary use at public gathering spaces to prevent gun violence utilizing interpretation of reflected electromagnetic waves and a pattern recognition device; Weapons detection systems, namely, portable walk-through units for temporary use at gathering spaces for detecting weapons utilizing computer hardware and software systems, artificial intelligence, machine learning, multi-sensor fusion, facial recognition, and interpretation of reflected electromagnetic waves and a pattern recognition device