{"id":42298,"date":"2025-03-02T17:01:30","date_gmt":"2025-03-02T17:01:30","guid":{"rendered":"https:\/\/www.writemyessays.app\/blog\/questions\/advanced-vehicle-detection-and-speed-classification-system-using-yolov12-google-genai-gemini-2-0-flash-and-enhanced-xampp-database-made-by-sukhvir-singh\/"},"modified":"2025-03-02T17:01:30","modified_gmt":"2025-03-02T17:01:30","slug":"advanced-vehicle-detection-and-speed-classification-system-using-yolov12-google-genai-gemini-2-0-flash-and-enhanced-xampp-database-made-by-sukhvir-singh","status":"publish","type":"questions","link":"https:\/\/www.writemyessays.app\/blog\/questions\/advanced-vehicle-detection-and-speed-classification-system-using-yolov12-google-genai-gemini-2-0-flash-and-enhanced-xampp-database-made-by-sukhvir-singh\/","title":{"rendered":"Advanced Vehicle Detection and Speed Classification System Using YOLOv12, Google GenAI (Gemini-2.0-Flash), and Enhanced XAMPP Database Made by: Sukhvir Singh"},"content":{"rendered":"<h2>Abstract<\/h2>\n<p>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.<\/p>\n<h2>Keywords<\/h2>\n<p>Vehicle detection, YOLOv12, Google GenAI, Gemini-2.0-Flash, XAMPP, speed classification, real-time monitoring<\/p>\n","protected":false},"excerpt":{"rendered":"<p>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 [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","meta":[],"disciplines":[50],"paper_types":[],"tagged":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/questions\/42298"}],"collection":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/questions"}],"about":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/types\/questions"}],"author":[{"embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/comments?post=42298"}],"version-history":[{"count":0,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/questions\/42298\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/media?parent=42298"}],"wp:term":[{"taxonomy":"disciplines","embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/disciplines?post=42298"},{"taxonomy":"paper_types","embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/paper_types?post=42298"},{"taxonomy":"tagged","embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/tagged?post=42298"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}