#!/usr/bin/env python # -*- coding: utf8 -*- import _init_path import sys from xml.etree import ElementTree from xml.etree.ElementTree import Element, SubElement from lxml import etree class PascalVocWriter: def __init__(self, foldername, filename, imgSize, databaseSrc='Unknown', localImgPath=None): self.foldername = foldername self.filename = filename self.databaseSrc = databaseSrc self.imgSize = imgSize self.boxlist = [] self.localImgPath = localImgPath def prettify(self, elem): """ Return a pretty-printed XML string for the Element. """ rough_string = ElementTree.tostring(elem, 'utf8') root = etree.fromstring(rough_string) return etree.tostring(root, pretty_print=True) def genXML(self): """ Return XML root """ # Check conditions if self.filename is None or \ self.foldername is None or \ self.imgSize is None or \ len(self.boxlist) <= 0: return None top = Element('annotation') folder = SubElement(top, 'folder') folder.text = self.foldername filename = SubElement(top, 'filename') filename.text = self.filename localImgPath = SubElement(top, 'path') localImgPath.text = self.localImgPath source = SubElement(top, 'source') database = SubElement(source, 'database') database.text = self.databaseSrc size_part = SubElement(top, 'size') width = SubElement(size_part, 'width') height = SubElement(size_part, 'height') depth = SubElement(size_part, 'depth') width.text = str(self.imgSize[1]) height.text = str(self.imgSize[0]) if len(self.imgSize) == 3: depth.text = str(self.imgSize[2]) else: depth.text = '1' segmented = SubElement(top, 'segmented') segmented.text = '0' return top def addBndBox(self, xmin, ymin, xmax, ymax, name): bndbox = {'xmin': xmin, 'ymin': ymin, 'xmax': xmax, 'ymax': ymax} bndbox['name'] = name self.boxlist.append(bndbox) def appendObjects(self, top): for each_object in self.boxlist: object_item = SubElement(top, 'object') name = SubElement(object_item, 'name') name.text = str(each_object['name']) pose = SubElement(object_item, 'pose') pose.text = "Unspecified" truncated = SubElement(object_item, 'truncated') truncated.text = "0" difficult = SubElement(object_item, 'difficult') difficult.text = "0" bndbox = SubElement(object_item, 'bndbox') xmin = SubElement(bndbox, 'xmin') xmin.text = str(each_object['xmin']) ymin = SubElement(bndbox, 'ymin') ymin.text = str(each_object['ymin']) xmax = SubElement(bndbox, 'xmax') xmax.text = str(each_object['xmax']) ymax = SubElement(bndbox, 'ymax') ymax.text = str(each_object['ymax']) def save(self, targetFile=None): root = self.genXML() self.appendObjects(root) out_file = None if targetFile is None: out_file = open(self.filename + '.xml', 'w') else: out_file = open(targetFile, 'w') prettifyResult = self.prettify(root) out_file.write(prettifyResult) out_file.close() class PascalVocReader: def __init__(self, filepath): # shapes type: # [labbel, [(x1,y1), (x2,y2), (x3,y3), (x4,y4)], color, color] self.shapes = [] self.filepath = filepath self.parseXML() def getShapes(self): return self.shapes def addShape(self, label, rect): xmin = rect[0] ymin = rect[1] xmax = rect[2] ymax = rect[3] points = [(xmin, ymin), (xmax, ymin), (xmax, ymax), (xmin, ymax)] self.shapes.append((label, points, None, None)) def parseXML(self): assert self.filepath.endswith('.xml'), "Unsupport file format" parser = etree.XMLParser(encoding='utf-8') xmltree = ElementTree.parse(self.filepath, parser=parser).getroot() filename = xmltree.find('filename').text for object_iter in xmltree.findall('object'): rects = [] bndbox = object_iter.find("bndbox") rects.append([int(it.text) for it in bndbox]) label = object_iter.find('name').text for rect in rects: self.addShape(label, rect) return True # tempParseReader = PascalVocReader('test.xml') # print tempParseReader.getShapes() """ # Test tmp = PascalVocWriter('temp','test', (10,20,3)) tmp.addBndBox(10,10,20,30,'chair') tmp.addBndBox(1,1,600,600,'car') tmp.save() """