def _load_categories(cvat_anno):
categories = {}
label_categories = datumaro.LabelCategories()
for _, label in cvat_anno.meta['task']['labels']:
label_categories.add(label['name'])
for _, attr in label['attributes']:
label_categories.attributes.add(attr['name'])
categories[datumaro.AnnotationType.label] = label_categories
return categories
def _generate_categories(self):
categories = {}
label_categories = datumaro.LabelCategories()
db_labels = self._db_task.label_set.all()
for db_label in db_labels:
db_attributes = db_label.attributespec_set.all()
label_categories.add(db_label.name)
for db_attr in db_attributes:
label_categories.attributes.add(db_attr.name)
categories[datumaro.AnnotationType.label] = label_categories
return categories