File size: 2,211 Bytes
eba0a14 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 | #!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
预置 8 个数据集的鲁棒性评估配置路径，统一管理。
使用示例（在项目根目录）:
# 查看支持的数据集
python robustness_eval/robust_datasets.py --list
# 获取某个数据集对应的配置路径
python robustness_eval/robust_datasets.py --name cityscapes
然后可在 run_eval.sh 中设置:
CONFIG=$(python robustness_eval/robust_datasets.py --name cityscapes)
"""
import argparse
from pathlib import Path
project_root = Path(__file__).parent.parent
# 预置 8 个数据集对应的鲁棒性配置文件（相对路径，位于 robustness_eval/configs/）
DATASET_CONFIGS = {
"cityscapes": "robustness_eval/configs/cfg_cityscapes_robust.py",
"coco_stuff164k": "robustness_eval/configs/cfg_coco_stuff164k_robust.py",
"ade20k": "robustness_eval/configs/cfg_ade20k_robust.py",
"voc20": "robustness_eval/configs/cfg_voc20_robust.py",
"voc21": "robustness_eval/configs/cfg_voc21_robust.py",
"context59": "robustness_eval/configs/cfg_context59_robust.py",
"context60": "robustness_eval/configs/cfg_context60_robust.py",
"coco_object": "robustness_eval/configs/cfg_coco_object_robust.py",
}
def resolve_config(name: str) -> Path:
if name not in DATASET_CONFIGS:
raise KeyError(f"未找到数据集 '{name}'，可用项: {list(DATASET_CONFIGS.keys())}")
rel = DATASET_CONFIGS[name]
return project_root / rel
def parse_args():
parser = argparse.ArgumentParser(description="获取预置数据集的鲁棒性评估配置路径")
parser.add_argument("--list", action="store_true", help="列出所有支持的数据集名称")
parser.add_argument("--name", type=str, help="数据集名称，返回对应配置路径")
return parser.parse_args()
def main():
args = parse_args()
if args.list:
print("支持的数据集:")
for k in DATASET_CONFIGS.keys():
print(f" {k}")
return
if args.name:
path = resolve_config(args.name)
print(path)
return
print("未指定参数。使用 --list 查看支持的数据集，或 --name <dataset>")
if __name__ == "__main__":
main()
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