def start(argv=sys.argv):
with script.Starter(run, argv) as starter:
starter.add_argument('--batch_folder',
metavar='FOLDER',
required=True,
help='')
starter.add_argument('--testing_fraction',
metavar='FRACTION',
type=float,
default=0.2,
help='')
starter.add_argument('--data_provider',
metavar='PROVIDER',
required=True,
help='')
starter.add_argument('--crop_border_pixel_length',
metavar='INTEGER',
type=int,
help='')
starter.add_argument('--layer_definition_path',
metavar='PATH',
required=True,
help='')
starter.add_argument('--layer_parameters_path',
metavar='PATH',
required=True,
help='')
starter.add_argument('--patience_epoch_count',
metavar='INTEGER',
type=int,
default=100,
help='')
starter.add_argument('--source_marker_folder',
metavar='FOLDER',
help='')
def start(argv=sys.argv):
with script.Starter(run, argv) as starter:
starter.add_argument('--image_path',
metavar='PATH',
required=True,
help='satellite image')
starter.add_argument(
'--example_metric_dimensions',
metavar='WIDTH,HEIGHT',
type=script.parse_dimensions,
required=True,
help='dimensions of extracted example in metric units')
starter.add_argument('--positive_points_paths',
metavar='PATH',
required=True,
nargs='+',
help='positive locations')
starter.add_argument('--negative_points_paths',
metavar='PATH',
nargs='+',
help='negative locations')
starter.add_argument(
'--maximum_positive_count',
metavar='INTEGER',
type=script.parse_size,
help='maximum number of positive examples to extract')
starter.add_argument(
'--maximum_negative_count',
metavar='INTEGER',
type=script.parse_size,
help='maximum number of negative examples to extract')
starter.add_argument(
'--save_images',
action='store_true',
help='save images of positive and negative examples')
def start(argv=sys.argv):
with script.Starter(run, argv) as starter:
starter.add_argument(
'--image_path', metavar='PATH', required=True,
help='')
starter.add_argument(
'--target_dtype', metavar='DTYPE',
help='')
starter.add_argument(
'--target_meters_per_pixel_dimensions', metavar='WIDTH,HEIGHT',
type=script.parse_dimensions,
help='')
def start(argv=sys.argv):
with script.Starter(run, argv) as starter:
starter.add_argument(
'--image_path', metavar='PATH', required=True,
help='satellite image')
starter.add_argument(
'--points_path', metavar='PATH', required=True,
help='')
starter.add_argument(
'--counts_path', metavar='PATH', required=True,
help='')
starter.add_argument(
'--maximum_metric_radius', metavar='METERS', required=True,
type=float,
help='')
def start(argv=sys.argv):
with script.Starter(run, argv) as starter:
starter.add_argument('--arrays_folder',
metavar='FOLDER',
required=True,
help='')
starter.add_argument(
'--batch_size',
metavar='SIZE',
required=True,
type=script.parse_size,
help='maximum number of examples to include per batch')
starter.add_argument('--array_shape',
metavar='HEIGHT,WIDTH,BAND_COUNT',
type=script.parse_numbers,
help='')
def start(argv=sys.argv):
with script.Starter(run, argv) as starter:
starter.add_argument(
'--dataset_folders',
metavar='FOLDER',
required=True,
nargs='+',
help='selections of positive and negative examples')
starter.add_argument(
'--batch_size',
metavar='SIZE',
required=True,
type=script.parse_size,
help='maximum number of examples to include per batch')
starter.add_argument('--array_shape',
metavar='HEIGHT,WIDTH,BAND_COUNT',
type=script.parse_numbers,
help='')
def start(argv=sys.argv):
with script.Starter(run, argv) as starter:
starter.add_argument('--image_path',
metavar='PATH',
required=True,
help='satellite image')
starter.add_argument('--points_path',
metavar='PATH',
help='building locations')
starter.add_argument('--tile_pixel_dimensions',
metavar='WIDTH,HEIGHT',
type=script.parse_integer_dimensions,
default=(500, 500),
help='dimensions of extracted tile in pixels')
starter.add_argument('--random_iteration_count',
metavar='INTEGER',
type=int,
default=25,
help='')
def start(argv=sys.argv):
with script.Starter(run, argv) as starter:
starter.add_argument('--image_path',
metavar='PATH',
required=True,
help='satellite image')
starter.add_argument(
'--tile_metric_dimensions',
metavar='WIDTH,HEIGHT',
type=script.parse_dimensions,
help='dimensions of extracted tile in metric units')
starter.add_argument('--overlap_metric_dimensions',
metavar='WIDTH,HEIGHT',
type=script.parse_dimensions,
default=(0, 0),
help='dimensions of tile overlap in metric units')
starter.add_argument('--tile_indices',
metavar='INTEGER',
type=script.parse_indices,
help='comma-separated indices and ranges')
starter.add_argument('--count_tiles', action='store_true', help='')
def start(argv=sys.argv):
with script.Starter(run, argv) as starter:
starter.add_argument(
'--examples_folder', metavar='FOLDER', required=True,
help='extracted examples')
starter.add_argument(
'--maximum_dataset_size', metavar='SIZE',
type=script.parse_size,
help='maximum number of examples to include')
starter.add_argument(
'--positive_fraction', metavar='FRACTION',
type=float,
help='set fraction of positive to negative examples')
starter.add_argument(
'--excluded_pixel_bounds', metavar='MIN_X,MIN_Y,MAX_X,MAX_Y',
type=script.parse_bounds,
help='ignore specified bounds')
starter.add_argument(
'--batch_size', metavar='SIZE',
type=script.parse_size,
help='ensure dataset size is divisible by batch size')
def start(argv=sys.argv):
with script.Starter(run, argv) as starter:
starter.add_argument('--image_path', metavar='PATH', required=True)
starter.add_argument('--classifier_name',
metavar='NAME',
required=True)
def start(argv=sys.argv):
with script.Starter(run, argv) as starter:
starter.add_argument(
'--batches_folder', metavar='FOLDER', required=True,
help='')
def start(argv=sys.argv):
with script.Starter(run, argv) as starter:
pass
def start(argv=sys.argv):
with script.Starter(run, argv) as starter:
starter.add_argument('--configuration_path',
metavar='PATH',
required=True)
