Advanced Vehicle Detection and Speed Classification System Using YOLOv12, Google GenAI (Gemini-2.0-Flash), and Enhanced XAMPP Database Made by: Sukhvir Singh

March 2, 2025March 2, 2025 Discipline: Social work

Abstract

This research proposes an advanced vehicle detection and speed classification system leveraging YOLOv12, Google GenAI (Gemini-2.0-Flash), and an enhanced XAMPP database. The system identifies vehicle type, model, color, company, track ID (with real-time and date stamps), number plate, and speed with high accuracy and efficiency. By integrating state-of-the-art deep learning and AI models with robust database architecture, the project provides a scalable, intelligent solution for real-time traffic monitoring and management.

Keywords

Vehicle detection, YOLOv12, Google GenAI, Gemini-2.0-Flash, XAMPP, speed classification, real-time monitoring

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