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Design of Weapon Detection System

Shantanu Sarkar, Saksham Ahire, Saksham Rahate, Rashmit Barde, Rahul Agrawal, Swati Sorte

20222022 3rd International Conference on Electronics and Sustainable Communication Systems (ICESC)12 citationsDOI

Abstract

Every year, a great number of people across the world are working to end gun violence. As a result, the "Design of Weapon Detection Using AI" was proposed. Baggage checking with X-ray screening could be a high-need task that assists in bringing down the opportunity for wrongdoing and fear-based criminal acts. Manual discovery of dangerous things is tedious in light of the fact that a little level of sacks incorporates dangers, and the procedure requires an elevated degree of concentration. This article proposes a method for detecting threats using a single X-ray picture; a hazard object may be detected automatically. The technology is based on implicit form models, and it was originally developed for recognizing things in pictures. The detection approach employs a visual lexicon and event structure derived from a preparation dataset including agent X-beam pictures of the perilous object to be identified. Single grayscale X-ray images obtained using a single piece of energy gathering equipment can be processed using our technology. Object location and distinguishing proof is a significant piece of the PC vision work process. This examination paper offers a component-based strategy that uses "Speeded up Robust Features" to distinguish an article in a jumbled scene and a bag-of-words model to recognize the item progressively.

Topics & Concepts

Computer scienceArtificial intelligenceObject (grammar)Object detectionWrongdoingTask (project management)Process (computing)LexiconGrayscaleHazardComponent (thermodynamics)Event (particle physics)Computer visionComputer securityPattern recognition (psychology)Image (mathematics)EngineeringPhysicsLawChemistryOrganic chemistryPolitical scienceQuantum mechanicsOperating systemSystems engineeringThermodynamicsAdvanced Neural Network ApplicationsAdvanced Image and Video Retrieval TechniquesVideo Surveillance and Tracking Methods
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