#xml批量转化成labelMe中的json格式,一一对应
import xml.etree.ElementTree as ET # 读取xml。
import os
from PIL import Image,ImageDraw,ImageFont
import os
import json
def parse_rec(rootPath,file):
pathFile = os.path.join(rootPath, file)
root = ET.parse(pathFile) # 解析读取xml函数
floder = root.find('folder').text
filename= root.find('filename').text
#path= root.find('path').text
#print(floder,filename,path)
sz = root.find('size')
width = int(sz[0].text)
height = int(sz[1].text)
print(width,height)
data = {}
data['imagePath'] = filename
data['flags'] = {}
data['imageWidth'] = width
data['imageHeight'] = height
data['imageData'] = None
data['version'] = "4.5.6"
data["shapes"] =[]
for child in root.findall('object'): # 找到图片中的所有框
sub = child.find('bndbox') # 找到框的标注值并进行读取
xmin = float(sub[0].text)
ymin = float(sub[1].text)
xmax = float(sub[2].text)
ymax = float(sub[3].text)
points= [[xmin,ymin],[xmax,ymax]]
itemData = {'points': []}
itemData['points'].extend(points)
name = child.find("name").text
itemData["flag"]={}
itemData["group_id"]=None
itemData["shape_type"]="rectangle"
itemData["label"]=name
data["shapes"].append(itemData)
(filename, extension) = os.path.splitext(file)
jsonName=".".join([filename,"json"])
print(rootPath,jsonName)
jsonPath=os.path.join(rootPath,jsonName)
with open(jsonPath, "w") as f:
json.dump(data, f)
print("加载入文件完成...")
if __name__ == '__main__':
path=r"G:\360downloads\car\car_xm" #xml文件存放位置
for root,dirs,files in os.walk(path):
for file in files:
if file.endswith(".xml"):
parse_rec(root,file)
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【实际项目应用】: 车辆违规检测项目(如压线、不礼让行人、违规车辆计数等) 【数据集说明】: 车轮检测数据集,一共3016张图片,6000多个车轮目标,多种背景,有一部分是道路监控拍摄,数据分布均匀,标签包含voc(xml)、yolo(txt)两种格式,多种目标检测算法可直接使用。纯手工标注,标注精准,算法拟合不错,数据质量可靠。 请放心下载~
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