This article describes how a YOLO-based model can be extended to detect both standard object classes and previously unseen or user-defined objects without retraining the model specifically for those categories. This approach enables more flexible and practical object detection for real-world applications. YOLO (you only look once) is a fast and efficient object detection algorithm [...]