Convert file format

xml_to_csv.py

# XML TO CSV
def xml_to_csv(path):
    xml_list = []
    for xml_file in glob.glob(path + '/*.xml'):
        tree = ET.parse(xml_file)
        root = tree.getroot()
        for member in root.findall('object'):
            value = (root.find('filename').text+".jpg",
                     int(root.find('size')[0].text),
                     int(root.find('size')[1].text),
                     member[0].text,
                     int(member[4][0].text),
                     int(member[4][1].text),
                     int(member[4][2].text),
                     int(member[4][3].text)
                     )
            xml_list.append(value)
    column_name = ['filename', 'width', 'height',
                   'class', 'xmin', 'ymin', 'xmax', 'ymax']
    xml_df = pd.DataFrame(xml_list, columns=column_name)
    return xml_df


def convert():
    for directory in ['train', 'test']:
        image_path = f'Tensorflow/workspace/images/{directory}'
        xml_df = xml_to_csv(image_path)
        xml_df.to_csv(
            'Tensorflow/workspace/annotations/{}labels.csv'.format(directory), index=None)
        print('Successfully converted xml to csv.')