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scenarionet/scenarionet/scripts/convert_nuscenes.py
2023-05-08 17:14:22 +01:00

37 lines
1.5 KiB
Python

import argparse
import os.path
from scenarionet import SCENARIONET_DATASET_PATH
from scenarionet.converter.nuscenes.utils import convert_nuscenes_scenario, get_nuscenes_scenarios
from scenarionet.converter.utils import write_to_directory
if __name__ == '__main__':
parser = argparse.ArgumentParser()
parser.add_argument("--dataset_name", "-n", default="nuscenes",
help="Dataset name, will be used to generate scenario files")
parser.add_argument("--dataset_path", "-d", default=os.path.join(SCENARIONET_DATASET_PATH, "nuscenes"),
help="The path of the dataset")
parser.add_argument("--version", "-v", default='v1.0-mini', help="version")
parser.add_argument("--overwrite", action="store_true", help="If the dataset_path exists, overwrite it")
parser.add_argument("--num_workers", type=int, default=8, help="number of workers to use")
args = parser.parse_args()
force_overwrite = args.overwrite
dataset_name = args.dataset_name
output_path = args.dataset_path
version = args.version
dataroot = '/home/shady/data/nuscenes'
scenarios, nusc = get_nuscenes_scenarios(dataroot, version)
write_to_directory(
convert_func=convert_nuscenes_scenario,
scenarios=scenarios,
output_path=output_path,
dataset_version=version,
dataset_name=dataset_name,
force_overwrite=force_overwrite,
nuscenes=nusc,
num_workers=args.num_workers
)