RF-DETR is a transformer-based real-time object detection model designed for high accuracy and real-time performance on edge devices. It surpasses 60 AP on the Microsoft COCO benchmark, boasting competitive performance and fast inference speed, suitable for various real-world applications. RF-DETR aims to solve real-world object detection problems and is applicable to industries requiring efficient and accurate detection, such as security, autonomous driving, and intelligent monitoring.