Import Data.py

pngPath='C:/Users/PraveenKumar/RetinaNet//maskDetectorJPEGImages/'
annotPath='C:/Users/PraveenKumar/RetinaNet//maskDetectorXMLfiles/'

data=pd.DataFrame(columns=['fileName','xmin','ymin','xmax','ymax','class'])

os.getcwd()
#read All files
allfiles = [f for f in listdir(annotPath) if isfile(join(annotPath, f))]

#Read all pdf files in images and then in text and store that in temp folder 

#Read all pdf files in images and then in text and store that in temp folder
for file in allfiles:
    #print(file)
    if (file.split(".")[1]=='xml'):
        fileName='C:/Users/PraveenKumar/RetinaNet/maskDetectorJPEGImages/'+file.replace(".xml",'.jpg')
        tree = ET.parse(annotPath+file)
        root = tree.getroot()
        for obj in root.iter('object'):
            cls_name = obj.find('name').text
            xml_box = obj.find('bndbox')
            xmin = xml_box.find('xmin').text
            ymin = xml_box.find('ymin').text
            xmax = xml_box.find('xmax').text
            ymax = xml_box.find('ymax').text
            # Append rows in Empty Dataframe by adding dictionaries
            data = data.append({'fileName': fileName, 'xmin': xmin, 'ymin':ymin,'xmax':xmax,'ymax':ymax,'class':cls_name}, ignore_index=True)

                
data.shape