def get_parse(ann_fname, input_size): parser = XmlParser() WIDTH = parser.get_width(ann_fname) HEIGHT = parser.get_height(ann_fname) filename = parser.get_fname(ann_fname) labels = parser.get_labels(ann_fname) boxes = parser.get_boxes(ann_fname) for i in range(len(boxes)): boxes[i][0] = boxes[i][0] / WIDTH * input_size boxes[i][1] = boxes[i][1] / WIDTH * input_size boxes[i][2] = boxes[i][2] / HEIGHT * input_size boxes[i][3] = boxes[i][3] / HEIGHT * input_size return filename, labels, boxes