<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "Deteksi Pelanggaran Kendaraan Jalur Transjakarta Menggunakan Algoritma You Only\r\nLook Once (YOLOv11)"^^ . "Deteksi Pelanggaran Kendaraan Jalur Transjakarta Menggunakan Algoritma You Only\r\nLook Once (YOLOv11) Studi Kasus Halte Mangga Besar, Jakarta\r\nFauzan Dzaki Andrian1\r\n,\r\n1 Program Studi Ilmu Komputer, Fakultas Matematika dan Ilmu Pengetahuan Alam, Universitas\r\nPakuan, Bogor, Jawa Barat, 16143, Indonesia\r\nAbstract\r\nVehicle violations in Transjakarta dedicated lanes disrupt the efficiency of public transportation in\r\nJakarta. This study aims to develop an automatic detection system using the YOLOv11 algorithm to\r\nidentify two-wheeled and four-wheeled vehicles violating these lanes. Data was collected through 3-\r\nminute videos in the morning, afternoon, and evening, then processed into a labeled dataset using\r\nRoboflow. The model was trained and tested using Google Collaboratory with evaluation metrics such\r\nas precision, recall, F1-score, and mAP. The best results were obtained in the afternoon with mAP@50\r\nreaching 94.3% and precision 91.6%. YOLOv11 has proven effective in detecting violations in real-time\r\nand can be used as a tool to assist traffic law enforcement.\r\nKeywords: YOLO V11 1; Object detectiom 2; Traffic Violations 3; Transjakarta 4; Computer Vision"^^ . "2025-07-25" . . "Universitas Pakuan"^^ . . . "Fakultas Matematika dan Pengetahuan Alam, Universitas Pakuan"^^ . . . . . . . . . . . "Gustian"^^ . "Rama Putra"^^ . "Gustian Rama Putra"^^ . . "Herfina"^^ . ""^^ . "Herfina "^^ . . "Fauzan"^^ . "Dzaky Andrian"^^ . "Fauzan Dzaky Andrian"^^ . . "Universitas Pakuan"^^ . . . "Fakultas Matematika dan Ilmu Pnegetahuan Alam"^^ . . . "Program Studi Ilmu Komputer"^^ . . . . . . "HTML Summary of #9919 \n\nDeteksi Pelanggaran Kendaraan Jalur Transjakarta Menggunakan Algoritma You Only \nLook Once (YOLOv11)\n\n" . "text/html" . .