import json import os.path as osp from labelme.utils import image as image_module from labelme.utils import shape as shape_module here = osp.dirname(osp.abspath(__file__)) data_dir = osp.join(here, "../data") def get_img_and_data(): json_file = osp.join(data_dir, "annotated_with_data/apc2016_obj3.json") data = json.load(open(json_file)) img_b64 = data["imageData"] img = image_module.img_b64_to_arr(img_b64) return img, data def get_img_and_lbl(): img, data = get_img_and_data() label_name_to_value = {"__background__": 0} for shape in data["shapes"]: label_name = shape["label"] label_value = len(label_name_to_value) label_name_to_value[label_name] = label_value n_labels = max(label_name_to_value.values()) + 1 label_names = [None] * n_labels for label_name, label_value in label_name_to_value.items(): label_names[label_value] = label_name lbl, _ = shape_module.shapes_to_label( img.shape, data["shapes"], label_name_to_value ) return img, lbl, label_names