This work presents to detect road signs in a few seconds for avoid accidents. For this work, there is utilized YOLO v5 object detection algorithm with PyTorch.

4. Prediction Use the following code to perform object detection using the YOLOv13 models. Make sure to replace {n/s/l/x} with the desired model scale.

In response to the challenges of small object detection in aerial images, such as the small size of targets, low image resolution, and high similarity between the background and targets, an improved ...