def show_detections(output_path, show_image, image, scored_boxes_by_class_index, class_index_to_name):
  # Draw all results
  ctx = ImageDraw.Draw(image, mode = "RGBA")
  color_idx = 0
  for class_index, scored_boxes in scored_boxes_by_class_index.items():
    for i in range(scored_boxes.shape[0]):
      scored_box = scored_boxes[i,:]
      class_name = class_index_to_name[class_index]
      text = "%s %1.2f" % (class_name, scored_box[4])
      color = _class_to_color(class_index = class_index)
      _draw_rectangle(ctx = ctx, corners = scored_box[0:4], color = color, thickness = 2)
      _draw_text(image = image, text = text, position = (scored_box[1], scored_box[0]), color = color, scale = 1.5, offset_lines = -1)

  # Output
  if show_image:
    image.show()
  if output_path is not None:
    image.save(output_path)
    print("Wrote detection results to '%s'" % output_path)