Python 生成VOC格式的标签实例

Z时代
2024-01-10
分类：综合

常用目标检测模型基本都是读取的PASCAL VOC格式的标签，下面代码用于生成VOC格式的代码，根据需要修改即可：


from lxml import etree, objectify
def gen_txt(filename, h, w, c):
  E = objectify.ElementMaker(annotate=False)
  anno_tree = E.annotation(
    E.folder('VOC_OPEN_IMAGE'),
    E.filename(filename),
    E.source(
      E.database('The VOC2007 Database'),
      E.annotation('PASCAL VOC2007'),
      E.image('flickr'),
      E.flickrid("341012865")
    ),
    E.size(
      E.width(w),
      E.height(h),
      E.depth(c)
    ),
    E.segmented(0),
    E.object(
      E.name('1'),
      E.pose('left'),
      E.truncated('1'),
      E.difficult('0'),
      E.bndbox(
        E.xmin('0'),
        E.ymin('0'),
        E.xmax('0'),
        E.ymax('0')
      )
    ),
  )
  etree.ElementTree(anno_tree).write('ann/'+filename[:-4]+".xml", pretty_print=True)

补充知识： python对PASCAL VOC标注数据进行统计

用于统计训练数据中的类别，以及所有目标的个数：


# coding:utf-8
import xml.etree.cElementTree as ET
import os
from collections import Counter
import shutil
# Counter({'towCounter({'tower': 3074, 'windpower': 2014, 'thermalpower': 689, 'hydropower': 261, 'transformer': 225})
# total_num: 6263
def count(pathdir,despath):
 category = []
 path = pathdir + '/XML/'
 for index,xml in enumerate(os.listdir(path)):
 # print(str(index) + ' xml: '+ xml)
 root = ET.parse(os.path.join(path, xml))
 objects = root.findall('object')
 # ==================select images which has a special object=============
 for obj in objects:
  obj_label = obj.find('name').text
  if obj_label == 'transformer':
  print(xml)
  imgfile = pathdir + 'JPEG/' + xml.replace('xml', 'jpg')
  img_despath = despath + xml.replace('xml', 'jpg')
  # if not os.path.exists(img_despath):
  shutil.copyfile(imgfile, img_despath)
 # ==================select images which has a special object=============
 category += [ob.find('name').text for ob in objects]
 print(Counter(category))
 total_num = sum([value for key, value in Counter(category).items()])
 print('total_num:',total_num)
if __name__ == '__main__':
 # pathdirs = list(set(os.listdir('./')) ^ set(['tools','count.py']))
 # print(pathdirs)
 # for pathdir in pathdirs:
 pathdir = '/summer/Desktop/power_traindata/'
 despath = '/transformer/'
 count(pathdir,despath)