56 lines
2.0 KiB
Python
Executable File
56 lines
2.0 KiB
Python
Executable File
'''
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author ： Hatcher W
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Email： hcwang@semi.ac.cn
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use: 用于检测voc数据集是否正确，
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input:（图像的文件夹路径，图像标签文件夹路径）
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output：check路径，所有的可视化结果都在里面
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'''
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import os
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import cv2
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import xml.dom.minidom
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from tqdm import tqdm
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image_path="./JPEGImages/"
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annotation_path="./Annatations/"
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save_path ="./check/"
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num = 0
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files_name = os.listdir(image_path)
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for filename_ in tqdm(files_name):
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filename, extension= os.path.splitext(filename_)
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#filename=filename.split('__')[0]
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img_path =image_path+filename+'.jpg'
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xml_path =annotation_path+filename+'.xml'
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img = cv2.imread(img_path)
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if img is None:
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pass
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try:
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dom = xml.dom.minidom.parse(xml_path)
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except:
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#os.remove(img_path)
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continue
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root = dom.documentElement
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objects=dom.getElementsByTagName("object")
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for object in objects:
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bndbox = object.getElementsByTagName('bndbox')[0]
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xmin = bndbox.getElementsByTagName('xmin')[0]
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ymin = bndbox.getElementsByTagName('ymin')[0]
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xmax = bndbox.getElementsByTagName('xmax')[0]
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ymax = bndbox.getElementsByTagName('ymax')[0]
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#print(xmin.childNodes[0].data)
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#print(type(xmin.childNodes[0].data))
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xmin_data=int(xmin.childNodes[0].data)
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ymin_data=int(ymin.childNodes[0].data)
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xmax_data=int(xmax.childNodes[0].data)
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ymax_data=int(ymax.childNodes[0].data)
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label_name=object.getElementsByTagName('name')[0].childNodes[0].data
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cv2.rectangle(img,(xmin_data,ymin_data),(xmax_data,ymax_data),(55,255,155),1)
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num +=1
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cv2.putText(img,label_name,(xmin_data,ymin_data-3),cv2.FONT_HERSHEY_SIMPLEX,0.5,(0,255,0),2)
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flag=0
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flag=cv2.imwrite(save_path+"{}.jpg".format(filename),img)
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if not (flag):
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print(filename,"error")
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print("all done ====================================")
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print("number = ",num)
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#(int((xmin_data+xmax_data/2)),int((ymin_data+ymax_data)/2)) |