import supervision as sv
from PIL import Image


def annotate_with_boxes(image: Image, detections: sv.Detections) -> Image:
    annotated_image = image.copy()
    thickness = sv.calculate_optimal_line_thickness(resolution_wh=image.size)
    text_scale = sv.calculate_optimal_text_scale(resolution_wh=image.size)
    bounding_box_annotator = sv.BoundingBoxAnnotator(
        color_lookup=sv.ColorLookup.INDEX, thickness=thickness)
    label_annotator = sv.LabelAnnotator(
        color_lookup=sv.ColorLookup.INDEX,
        text_scale=text_scale,
        text_thickness=thickness)
    annotated_image = bounding_box_annotator.annotate(annotated_image, detections)
    annotated_image = label_annotator.annotate(annotated_image, detections)
    return annotated_image