import supervision as sv
from inference import get_model
import cv2

model = get_model(model_id="yolov8n-seg-640")
image = cv2.imread('/content/highway.jpg')
results = model.infer(image)[0]
detections = sv.Detections.from_inference(results)

crop_annotator = sv.CropAnnotator()
annotated_frame = crop_annotator.annotate(
    scene=image.copy(),
    detections=detections
)
cv2.imshow(annotated_frame)