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March 12, 2019 18:54
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CVAT XML To TXT - It only works for interpolation mode
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import os | |
import argparse | |
from math import floor | |
import xml.etree.ElementTree as ET | |
# Parse Arguments | |
arg_parser = argparse.ArgumentParser() | |
arg_parser.add_argument("--input", type=str, help="Input XML file", required=True, | |
dest="input_xml") | |
arg_parser.add_argument("--output", type=str, help="Output .txt filename", required=True, | |
dest="output_txt") | |
arg_parser.add_argument("--frame_dir", type=str, help="Directory where frames exists", required=True, | |
dest="frame_dir") | |
arg_parser.add_argument("--frame_format_string", type=str, default="frame%06d.jpg") | |
args = arg_parser.parse_args() | |
xml_obj = ET.parse(args.input_xml) | |
root = xml_obj.getroot() | |
training_image_path = "frames" | |
tracks = [child for child in root if child.tag == "track"] | |
with open(args.output_txt, "w") as output_file: | |
for track in tracks: | |
for box in track: | |
obj = box.attrib | |
if obj['outside'] == "0": | |
filename = args.frame_format_string % int(obj['frame']) | |
filepath = os.path.join(args.frame_dir, filename) | |
formated_obj = [filepath, | |
floor(float(obj['xtl'])), | |
floor(float(obj['ytl'])), | |
floor(float(obj['xbr'])), | |
floor(float(obj['ybr'])), | |
track.attrib['label'].lower()] | |
formated_obj_str = list(map(str, formated_obj)) | |
str_to_write = ",".join(formated_obj_str) + "\n" | |
output_file.write(str_to_write) |
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