| import gradio as gr | |
| from ultralytics import YOLO | |
| def run(source): | |
| global model | |
| res = model(source, conf=.5, iou=.5) | |
| res_plotted = res[0].plot() | |
| return res_plotted | |
| model = YOLO("yolov8n-nckh2023.pt") # Select YOLO model | |
| gr.Interface( | |
| run, | |
| inputs=gr.Image(label="Upload image", type="filepath"), | |
| outputs=gr.Image(label="Your result"), | |
| title="Motorcyclist, helmet, and license plate detection", | |
| ).launch() | |