為了訓(xùn)練深度學(xué)習(xí)模型，經(jīng)常要整理大量的標(biāo)注數(shù)據(jù)，需統(tǒng)一不同格式的標(biāo)注數(shù)據(jù)，一般情況下習(xí)慣讀取TXT格式的數(shù)據(jù)。但實(shí)際中經(jīng)常遇到XML格式的標(biāo)注數(shù)據(jù)，在此舉例：1.讀取XML標(biāo)注數(shù)據(jù)；2.寫(xiě)入TXT文件。

XML標(biāo)注數(shù)據(jù)如下

<annotation verified='no'> <folder>suE</folder> <filename>Drivingrecord_001</filename> <path>C:DesktopDrivingrecord_001.jpg</path> <source> <database>Unknown</database> </source> <size> <width>1920</width> <height>1080</height> <depth>3</depth> </size> <segmented>0</segmented> <object> <name>蘇E*****-藍(lán)-1-白,灰-大眾-上海大眾-桑塔納-尚納</name> <flag>polygon</flag> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <leftTopx>170</leftTopx> <leftTopy>704</leftTopy> <rightTopx>167</rightTopx> <rightTopy>729</rightTopy> <rightBottomx>242</rightBottomx> <rightBottomy>735</rightBottomy> <leftBottomx>243</leftBottomx> <leftBottomy>710</leftBottomy> </bndbox> </object> <object> <name>蘇E*****-藍(lán)-1-黃-雷克薩斯-雷克薩斯(進(jìn)口)-雷克薩斯RX</name> <flag>polygon</flag> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <leftTopx>733</leftTopx> <leftTopy>721</leftTopy> <rightTopx>733</rightTopx> <rightTopy>759</rightTopy> <rightBottomx>881</rightBottomx> <rightBottomy>760</rightBottomy> <leftBottomx>882</leftBottomx> <leftBottomy>722</leftBottomy> </bndbox> </object> <object> <name>蘇*****-藍(lán)-1-黑-寶馬-寶馬(進(jìn)口)-寶馬7系</name> <flag>polygon</flag> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <leftTopx>1274</leftTopx>

<leftTopy>657</leftTopy> <rightTopx>1274</rightTopx> <rightTopy>671</rightTopy> <rightBottomx>1325</rightBottomx> <rightBottomy>670</rightBottomy> <leftBottomx>1326</leftBottomx> <leftBottomy>656</leftBottomy> </bndbox> </object> <object> <name>蘇*****-藍(lán)-1-灰-標(biāo)致-東風(fēng)標(biāo)致-標(biāo)致307</name> <flag>polygon</flag> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <leftTopx>1609</leftTopx> <leftTopy>658</leftTopy> <rightTopx>1611</rightTopx> <rightTopy>671</rightTopy> <rightBottomx>1659</rightBottomx> <rightBottomy>669</rightBottomy> <leftBottomx>1657</leftBottomx> <leftBottomy>656</leftBottomy> </bndbox> </object> </annotation>

在此，我們只需要圖片名filename，和每個(gè)object的坐標(biāo)（四個(gè)點(diǎn)的坐標(biāo)）

Drivingrecord_001.jpg 170 704 167 729 242 735 243 710 733 721 733 759 881 760 882 722 1274 657 1274 671 1325 670 1326 656 1609 658 1611 671 1659 669 1657 656

利用xml.dom.*模塊，文件對(duì)象模塊DOM在讀取XML文件時(shí)，一次讀取整個(gè)文件，將其所有數(shù)據(jù)保存在一個(gè)樹(shù)結(jié)構(gòu)中，此時(shí)，可利用DOM的各種函數(shù)來(lái)讀取目標(biāo)數(shù)據(jù)。在此，利用xml.dom.minidom解析XML文件。

并將目標(biāo)數(shù)據(jù)寫(xiě)入TXT文檔。

# -*- coding: utf-8 -*- ''' Created on Fri Mar 2 15:36:44 2018 @author: gg ''' import xml.dom.minidom import os save_dir = ’D:plate_train’ if not os.path.exists(save_dir): os.mkdir(save_dir) f = open(os.path.join(save_dir, ’landmark.txt’), ’w’) DOMTree = xml.dom.minidom.parse(’D:plate_trainlabelDrivingrecord_001.xml’) annotation = DOMTree.documentElement filename = annotation.getElementsByTagName('filename')[0] imgname = filename.childNodes[0].data+’.jpg’ print(imgname) objects = annotation.getElementsByTagName('object') loc = [imgname] #文檔保存格式：文件名 坐標(biāo) for object in objects: bbox = object.getElementsByTagName('bndbox')[0] leftTopx = bbox.getElementsByTagName('leftTopx')[0] lefttopx = leftTopx.childNodes[0].data print(lefttopx) leftTopy = bbox.getElementsByTagName('leftTopy')[0] lefttopy = leftTopy.childNodes[0].data print(lefttopy) rightTopx = bbox.getElementsByTagName('rightTopx')[0] righttopx = rightTopx.childNodes[0].data print(righttopx) rightTopy = bbox.getElementsByTagName('rightTopy')[0] righttopy = rightTopy.childNodes[0].data print(righttopy) rightBottomx = bbox.getElementsByTagName('rightBottomx')[0] rightbottomx = rightBottomx.childNodes[0].data print(rightbottomx) rightBottomy = bbox.getElementsByTagName('rightBottomy')[0] rightbottomy = rightBottomy.childNodes[0].data print(rightbottomy) leftBottomx = bbox.getElementsByTagName('leftBottomx')[0] leftbottomx = leftBottomx.childNodes[0].data print(leftbottomx) leftBottomy = bbox.getElementsByTagName('leftBottomy')[0] leftbottomy = leftBottomy.childNodes[0].data print(leftbottomy) loc = loc + [lefttopx, lefttopy, righttopx, righttopy, rightbottomx, rightbottomy, leftbottomx, leftbottomy] for i in range(len(loc)): f.write(str(loc[i])+’ ’) f.write(’tn’) f.close()

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