xmltotxt
代码如下(示例):
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
import copy
from lxml.etree import Element, SubElement, tostring, ElementTree
import xml.etree.ElementTree as ET
import pickle
import os
from os import listdir, getcwd
from os.path import join
classes = ["person"] # 类别
def convert(size, box):
dw = 1. / size[0]
dh = 1. / size[1]
x = (box[0] + box[1]) / 2.0
y = (box[2] + box[3]) / 2.0
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('H:\\数据集\\LLVIP数据集\\LLVIP\\LLVIP\\Annotations\\%s.xml' % (image_id), encoding='UTF-8') # windows系统记得用双斜线, 这个是表示要转变的标签存放路径 xml
out_file = open('H:\\数据集\LLVIP数据集\\LLVIP\\LLVIP\\labels\\%s.txt' % (image_id), 'w') # 生成txt格式文件,存放的位置路径
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'):
cls = obj.find('name').text
# print(cls)
if cls not in classes:
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))
bb = convert((w, h), b)
out_file.write(str(cls_id) + " " + " ".join([str(a) for a in bb]) + '\n')
if __name__ == "__main__":
json_folder_path = './Annotations/' # path
json_names = os.listdir(json_folder_path) # file name
for json_name in json_names: # output all files
if json_name[-4:] == '.xml':
# just work for json files
convert_annotation(json_name[:-4])
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