import os
import xml.etree.ElementTree as ET
import cv2
origin_ann_dir = 'D:/Data/MyAnnoData/vmwareData/Annotations/'
new_ann_dir = 'D:/Data/MyAnnoData/vmwareData/save/Annotations/'
new_img_dir = 'D:/Data/MyAnnoData/vmwareData/save/JPEGImages/'
image_dir = 'D:/Data/MyAnnoData/vmwareData/JPEGImages/'
#for dirpaths, dirnames, filenames in os.walk(origin_ann_dir):
# for filename in filenames: #xml文件名
file = open("D:/Data/MyAnnoData/vmwareData/0.txt")
for filename in file:
filename = filename.strip("\n")
# if os.path.isfile(r'%s%s' % (origin_ann_dir, filename)):
# origin_ann_path = os.path.join(r'%s%s' % (origin_ann_dir, filename))
# new_ann_path = os.path.join(r'%s%s' % (new_ann_dir, filename))
origin_ann_path = origin_ann_dir + filename
new_ann_path = new_ann_dir + filename
tree = ET.parse(origin_ann_path)
root = tree.getroot()
for image_size in root.findall('size'):
imgwidth = int(image_size.find('width').text) #读取图像宽度
imgheight = int(image_size.find('height').text) #读取图像高度
image_size.find('width').text = str(imgwidth)
image_size.find('height').text = str(imgheight)
image_name =filename.split('.xml')
imgpath = image_dir + image_name[0] + '.jpg'
img = cv2.imread(imgpath)
if not img.data:
break
maxl = max(imgheight, imgwidth) #图片size是maxl*maxl
paddingleft = (maxl - imgwidth) >> 1
paddingright = (maxl - imgwidth) >> 1
paddingbottom = (maxl - imgheight) >> 1
paddingtop = (maxl - imgheight) >> 1
saveimg = cv2.copyMakeBorder(img, paddingtop, paddingbottom, paddingleft, paddingright, cv2.BORDER_CONSTANT,value=0)
cv2.imwrite(new_img_dir + image_name[0] + '.jpg', saveimg)
for image_size in root.findall('size'):
image_size.find('width').text = str(maxl)
image_size.find('height').text = str(maxl)
for object in root.findall('object'):
name = str(object.find('name').text) #标注对象名
v_bndbox = object.find('bndbox') #目标框位置
x1 = int(v_bndbox.find('xmin').text)
y1 = int(v_bndbox.find('ymin').text)
x2 = int(v_bndbox.find('xmax').text)
y2 = int(v_bndbox.find('ymax').text)
x11 = x1 + paddingleft
y11 = y1 + paddingtop
x22 = x11 + (x2-x1+1)
y22 = y11 + (y2-y1+1)
v_bndbox.find('xmin').text = str(x11)
v_bndbox.find('ymin').text = str(y11)
v_bndbox.find('xmax').text = str(x22)
v_bndbox.find('ymax').text = str(y22)
print(filename)
tree.write(new_ann_path)