def _get_lat_long(self, addr):
geolocator = Nominatim(user_agent="annotation_locations")
try:
geolocator.geocode(addr, timeout=10, exactly_one=False)
except Exception as e:
logger.error('geopy exception {0}'.format(e))
return None
def _generate_output_file(self, filename):
try:
logger.info('json file generated successfully')
with open(
os.path.join(
os.path.dirname(
os.path.normpath(self.configs_input_dir)), 'maps',
self.image_name.replace('.png', '.json')), 'w') as f:
f.write(json.dumps(self.tool_input, indent=4))
except Exception:
logger.error('Unable to create config json file. Contact support!')
def main():
parser = argparse.ArgumentParser()
parser.add_argument('--version', '-V', action='store_true',
help='show version')
parser.add_argument('filename', nargs='?', help='image or label filename')
parser.add_argument('--output', '-O', '-o', help='output label name')
parser.add_argument('--config', dest='config_file', help='config file')
# config
parser.add_argument('--nodata', dest='store_data', action='store_false',
help='stop storing image data to JSON file')
parser.add_argument('--autosave', dest='auto_save', action='store_true',
help='auto save')
parser.add_argument('--labels',
help='comma separated list of labels OR file '
'containing one label per line')
parser.add_argument('--nosortlabels', dest='sort_labels',
action='store_false', help='stop sorting labels')
parser.add_argument('--validatelabel', dest='validate_label',
choices=['exact', 'instance'],
help='label validation types')
args = parser.parse_args()
if args.version:
print('{0} {1}'.format(__appname__, __version__))
sys.exit(0)
if args.labels is None:
if args.validate_label is not None:
logger.error('--labels must be specified with --validatelabel or '
'validate_label: true in the config file '
'(ex. ~/.labelmerc).')
sys.exit(1)
else:
if os.path.isfile(args.labels):
args.labels = [l.strip() for l in open(args.labels, 'r')
if l.strip()]
else:
args.labels = [l for l in args.labels.split(',') if l]
config_from_args = args.__dict__
config_from_args.pop('version')
filename = config_from_args.pop('filename')
output = config_from_args.pop('output')
config_file = config_from_args.pop('config_file')
config = get_config(config_from_args, config_file)
app = QtWidgets.QApplication(sys.argv)
app.setApplicationName(__appname__)
app.setWindowIcon(newIcon('icon'))
win = MainWindow(config=config, filename=filename, output=output)
win.show()
win.raise_()
sys.exit(app.exec_())
def _check_image_height_and_width(imageData, imageHeight, imageWidth):
img_arr = img_b64_to_arr(imageData)
if imageHeight is not None and img_arr.shape[0] != imageHeight:
logger.error(
"imageHeight does not match with imageData or imagePath, "
"so getting imageHeight from actual image.")
imageHeight = img_arr.shape[0]
if imageWidth is not None and img_arr.shape[1] != imageWidth:
logger.error(
"imageWidth does not match with imageData or imagePath, "
"so getting imageWidth from actual image.")
imageWidth = img_arr.shape[1]
return imageHeight, imageWidth
def main():
"""Standard boilerplate Qt application code."""
parser = argparse.ArgumentParser()
parser.add_argument('filename', nargs='?', help='image or label filename')
parser.add_argument('--output', '-O', '-o', help='output label name')
parser.add_argument('--nodata',
dest='store_data',
action='store_false',
help='stop storing image data to JSON file')
parser.add_argument('--autosave', action='store_true', help='auto save')
parser.add_argument('--labels',
help='comma separated list of labels OR file '
'containing one label per line')
parser.add_argument('--nosortlabels',
dest='sort_labels',
action='store_false',
help='stop sorting labels')
parser.add_argument('--validatelabel',
choices=['exact', 'instance'],
help='label validation types')
args = parser.parse_args()
if args.labels is None:
if args.validatelabel is not None:
logger.error('--labels must be specified with --validatelabel')
sys.exit(1)
else:
if os.path.isfile(args.labels):
args.labels = [
l.strip() for l in open(args.labels, 'r') if l.strip()
]
else:
args.labels = [l for l in args.labels.split(',') if l]
app = QtWidgets.QApplication(sys.argv)
app.setApplicationName(__appname__)
app.setWindowIcon(newIcon("icon"))
win = MainWindow(
filename=args.filename,
output=args.output,
store_data=args.store_data,
labels=args.labels,
sort_labels=args.sort_labels,
auto_save=args.autosave,
validate_label=args.validatelabel,
)
win.show()
win.raise_()
sys.exit(app.exec_())
def main():
parser = argparse.ArgumentParser()
parser.add_argument('in_file', help='Input file or directory.')
parser.add_argument('-O', '--output')
args = parser.parse_args()
if not distutils.spawn.find_executable('docker'):
logger.error('Please install docker.')
sys.exit(1)
try:
out_file = labelme_on_docker(args.in_file, args.output)
if out_file:
print('Saved to: %s' % out_file)
except RuntimeError as e:
sys.stderr.write(e.__str__() + '\n')
sys.exit(1)
def load_image_file(filename):
try:
image_pil = PIL.Image.open(filename)
except IOError:
logger.error("Failed opening image file: {}".format(filename))
return
# apply orientation to image according to exif
image_pil = apply_exif_orientation(image_pil)
with io.BytesIO() as f:
ext = osp.splitext(filename)[1].lower()
if ext in [".jpg", ".jpeg"]:
format = "JPEG"
else:
format = "PNG"
image_pil.save(f, format=format)
f.seek(0)
return f.read()
def main():
parser = argparse.ArgumentParser()
parser.add_argument('--version', '-V', action='store_true', help='show version')
parser.add_argument('filename', nargs='?', help='image or label filename')
parser.add_argument('--output', '-O', '-o', help='output label name')
default_config_file = os.path.join(os.path.expanduser('~'), '.labelmerc')
parser.add_argument(
'--config',
dest='config_file',
help='config file (default: %s)' % default_config_file,
default=default_config_file,
)
# config for the gui
parser.add_argument(
'--nodata',
dest='store_data',
action='store_false',
help='stop storing image data to JSON file',
default=argparse.SUPPRESS,
)
parser.add_argument(
'--autosave',
dest='auto_save',
action='store_true',
help='auto save',
default=argparse.SUPPRESS,
)
parser.add_argument(
'--nosortlabels',
dest='sort_labels',
action='store_false',
help='stop sorting labels',
default=argparse.SUPPRESS,
)
parser.add_argument(
'--flags',
help='comma separated list of flags OR file containing flags',
default=argparse.SUPPRESS,
)
parser.add_argument(
'--labels',
help='comma separated list of labels OR file containing labels',
default=argparse.SUPPRESS,
)
parser.add_argument(
'--validatelabel',
dest='validate_label',
choices=['exact', 'instance'],
help='label validation types',
default=argparse.SUPPRESS,
)
parser.add_argument(
'--keep-prev',
action='store_true',
help='keep annotation of previous frame',
default=argparse.SUPPRESS,
)
parser.add_argument(
'--epsilon',
type=float,
help='epsilon to find nearest vertex on canvas',
default=argparse.SUPPRESS,
)
args = parser.parse_args()
if args.version:
print('{0} {1}'.format(__appname__, __version__))
sys.exit(0)
if hasattr(args, 'flags'):
if os.path.isfile(args.flags):
with codecs.open(args.flags, 'r', encoding='utf-8') as f:
args.flags = [l.strip() for l in f if l.strip()]
else:
args.flags = [l for l in args.flags.split(',') if l]
if hasattr(args, 'labels'):
if os.path.isfile(args.labels):
with codecs.open(args.labels, 'r', encoding='utf-8') as f:
args.labels = [l.strip() for l in f if l.strip()]
else:
args.labels = [l for l in args.labels.split(',') if l]
config_from_args = args.__dict__
config_from_args.pop('version')
filename = config_from_args.pop('filename')
output = config_from_args.pop('output')
config_file = config_from_args.pop('config_file')
config = get_config(config_from_args, config_file)
if not config['labels'] and config['validate_label']:
logger.error('--labels must be specified with --validatelabel or '
'validate_label: true in the config file '
'(ex. ~/.labelmerc).')
sys.exit(1)
app = QtWidgets.QApplication(sys.argv)
app.setApplicationName(__appname__)
app.setWindowIcon(newIcon('icon'))
win = MainWindow(config=config, filename=filename, output=output)
win.show()
win.raise_()
sys.exit(app.exec_())
def close(self):
if len(self.points) <= 2:
logger.error('Polygon should be created with points >2')
return
self._closed = True
def main():
parser = argparse.ArgumentParser()
parser.add_argument('--version',
'-V',
action='store_true',
help='show version')
parser.add_argument('filename', nargs='?', help='image or label filename')
parser.add_argument('--output', '-O', '-o', help='output label name')
parser.add_argument('--config', dest='config_file', help='config file')
# config
parser.add_argument('--nodata',
dest='store_data',
action='store_false',
help='stop storing image data to JSON file')
parser.add_argument('--autosave',
dest='auto_save',
action='store_true',
help='auto save')
parser.add_argument('--labels',
help='comma separated list of labels OR file '
'containing one label per line')
parser.add_argument('--nosortlabels',
dest='sort_labels',
action='store_false',
help='stop sorting labels')
parser.add_argument('--validatelabel',
dest='validate_label',
choices=['exact', 'instance'],
help='label validation types')
args = parser.parse_args()
if args.version:
print('{0} {1}'.format(__appname__, __version__))
sys.exit(0)
if args.labels is None:
if args.validate_label is not None:
logger.error('--labels must be specified with --validatelabel or '
'validate_label: true in the config file '
'(ex. ~/.labelmerc).')
sys.exit(1)
else:
if os.path.isfile(args.labels):
with codecs.open(args.labels, 'r', encoding='utf-8') as f:
args.labels = [l.strip() for l in f if l.strip()]
else:
args.labels = [l for l in args.labels.split(',') if l]
config_from_args = args.__dict__
config_from_args.pop('version')
filename = config_from_args.pop('filename')
output = config_from_args.pop('output')
config_file = config_from_args.pop('config_file')
# drop the default config
if not config_from_args['auto_save']:
config_from_args.pop('auto_save')
if config_from_args['store_data']:
config_from_args.pop('store_data')
if not config_from_args['labels']:
config_from_args.pop('labels')
if not config_from_args['sort_labels']:
config_from_args.pop('sort_labels')
if not config_from_args['validate_label']:
config_from_args.pop('validate_label')
config = get_config(config_from_args, config_file)
app = QtWidgets.QApplication(sys.argv)
app.setApplicationName(__appname__)
app.setWindowIcon(newIcon('icon'))
win = MainWindow(config=config, filename=filename, output=output)
win.show()
win.raise_()
sys.exit(app.exec_())
def main():
parser = argparse.ArgumentParser()
parser.add_argument('--version', '-V', action='store_true',
help='show version')
parser.add_argument('filename', nargs='?', help='image or label filename')
parser.add_argument('--output', '-O', '-o', help='output label name')
default_config_file = os.path.join(os.path.expanduser('~'), '.labelmerc')
parser.add_argument(
'--config',
dest='config_file',
help='config file (default: %s)' % default_config_file,
default=default_config_file,
)
# config for the gui
parser.add_argument(
'--nodata',
dest='store_data',
action='store_false',
help='stop storing image data to JSON file',
default=argparse.SUPPRESS,
)
parser.add_argument(
'--autosave',
dest='auto_save',
action='store_true',
help='auto save',
default=argparse.SUPPRESS,
)
parser.add_argument(
'--nosortlabels',
dest='sort_labels',
action='store_false',
help='stop sorting labels',
default=argparse.SUPPRESS,
)
parser.add_argument(
'--flags',
help='comma separated list of flags OR file containing flags',
default=argparse.SUPPRESS,
)
parser.add_argument(
'--labels',
help='comma separated list of labels OR file containing labels',
default=argparse.SUPPRESS,
)
parser.add_argument(
'--validatelabel',
dest='validate_label',
choices=['exact', 'instance'],
help='label validation types',
default=argparse.SUPPRESS,
)
parser.add_argument(
'--keep-prev',
action='store_true',
help='keep annotation of previous frame',
default=argparse.SUPPRESS,
)
parser.add_argument(
'--epsilon',
type=float,
help='epsilon to find nearest vertex on canvas',
default=argparse.SUPPRESS,
)
args = parser.parse_args()
if args.version:
print('{0} {1}'.format(__appname__, __version__))
sys.exit(0)
if hasattr(args, 'flags'):
if os.path.isfile(args.flags):
with codecs.open(args.flags, 'r', encoding='utf-8') as f:
args.flags = [l.strip() for l in f if l.strip()]
else:
args.flags = [l for l in args.flags.split(',') if l]
if hasattr(args, 'labels'):
if os.path.isfile(args.labels):
with codecs.open(args.labels, 'r', encoding='utf-8') as f:
args.labels = [l.strip() for l in f if l.strip()]
else:
args.labels = [l for l in args.labels.split(',') if l]
config_from_args = args.__dict__
config_from_args.pop('version')
filename = config_from_args.pop('filename')
output = config_from_args.pop('output')
config_file = config_from_args.pop('config_file')
config = get_config(config_from_args, config_file)
if not config['labels'] and config['validate_label']:
logger.error('--labels must be specified with --validatelabel or '
'validate_label: true in the config file '
'(ex. ~/.labelmerc).')
sys.exit(1)
app = QtWidgets.QApplication(sys.argv)
app.setApplicationName(__appname__)
app.setWindowIcon(newIcon('icon'))
win = MainWindow(config=config, filename=filename, output=output)
win.show()
win.raise_()
sys.exit(app.exec_())