# -*- coding: utf-8 -*- import xml.etree.ElementTree as ET import os from os import getcwd sets = ['train', 'val', 'test'] classes = ["weed"] # 改成自己的类别 abs_path = os.getcwd() print(abs_path) def convert(size, box): dw = 1. / (size[0]) dh = 1. / (size[1]) x = (box[0] + box[1]) / 2.0 - 1 y = (box[2] + box[3]) / 2.0 - 1 w = box[1] - box[0] h = box[3] - box[2] x = x * dw w = w * dw y = y * dh h = h * dh return x, y, w, h # def convert_annotation(image_id): # in_file = open('Annotations/%s.xml' % (image_id), encoding='UTF-8') # out_file = open('labels/%s.txt' % (image_id), 'w') # tree = ET.parse(in_file) # root = tree.getroot() # size = root.find('size') # w = int(size.find('width').text) # h = int(size.find('height').text) # for obj in root.iter('object'): # difficult = obj.find('difficult').text # #difficult = obj.find('Difficult').text # cls = obj.find('name').text # if cls not in classes or int(difficult) == 1: # continue # cls_id = classes.index(cls) # xmlbox = obj.find('bndbox') # b = (float(xmlbox.find('xmin').text), float(xmlbox.find('xmax').text), float(xmlbox.find('ymin').text), # float(xmlbox.find('ymax').text)) # b1, b2, b3, b4 = b # # 标注越界修正 # if b2 > w: # b2 = w # if b4 > h: # b4 = h # b = (b1, b2, b3, b4) # bb = convert((w, h), b) # #out_file.write(str(cls_id) + " " + " ".join([str(a) for a in bb]) + '\n') wd = getcwd() for image_set in sets: if not os.path.exists('labels/'): os.makedirs('labels/') image_ids = open('ImageSets/Main/%s.txt' % (image_set)).read().strip().split() if not os.path.exists('dataSet_path/'): os.makedirs('dataSet_path/') list_file = open('dataSet_path/%s.txt' % (image_set), 'w') # 这行路径不需更改,这是相对路径 for image_id in image_ids: list_file.write('/home/buaa/sh/phone_detect/data/phone/images/%s.jpg\n' % (image_id)) # convert_annotation(image_id) list_file.close()