File size: 5,335 Bytes
c50dde6 | 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 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 | #!/usr/bin/env python3
"""
Script to update data paths in ProxyCLIP config files.
Run this after downloading datasets to configure the correct paths.
"""
import os
import sys
import argparse
from pathlib import Path
# Default paths
SCRIPT_DIR = Path(__file__).parent
BUILD_ENV_DIR = SCRIPT_DIR.parent
PROJECT_ROOT = BUILD_ENV_DIR.parent
PROXYCLIP_DIR = PROJECT_ROOT / "ProxyCLIP_TPAMI"
CONFIGS_DIR = PROXYCLIP_DIR / "configs"
# Server default data path
SERVER_DATA_ROOT = "/opt/tiger/xiaomoguhzz/dataset"
def update_config_paths(data_root: str, dry_run: bool = False):
"""Update data paths in ProxyCLIP config files."""
data_root = Path(data_root).resolve()
# Dataset path mappings
dataset_paths = {
"cfg_voc20.py": {
"data_prefix": {
"img_path": str(data_root / "VOCdevkit/VOC2012/JPEGImages"),
"seg_map_path": str(data_root / "VOCdevkit/VOC2012/SegmentationClass"),
},
"ann_file": str(data_root / "VOCdevkit/VOC2012/ImageSets/Segmentation/val.txt"),
},
"cfg_voc21.py": {
"data_prefix": {
"img_path": str(data_root / "VOCdevkit/VOC2012/JPEGImages"),
"seg_map_path": str(data_root / "VOCdevkit/VOC2012/SegmentationClass"),
},
"ann_file": str(data_root / "VOCdevkit/VOC2012/ImageSets/Segmentation/val.txt"),
},
"cfg_context59.py": {
"data_prefix": {
"img_path": str(data_root / "VOCdevkit/VOC2010/JPEGImages"),
"seg_map_path": str(data_root / "VOCdevkit/VOC2010/SegmentationClassContext"),
},
"ann_file": str(data_root / "VOCdevkit/VOC2010/ImageSets/SegmentationContext/val.txt"),
},
"cfg_context60.py": {
"data_prefix": {
"img_path": str(data_root / "VOCdevkit/VOC2010/JPEGImages"),
"seg_map_path": str(data_root / "VOCdevkit/VOC2010/SegmentationClassContext"),
},
"ann_file": str(data_root / "VOCdevkit/VOC2010/ImageSets/SegmentationContext/val.txt"),
},
"cfg_ade20k.py": {
"data_prefix": {
"img_path": str(data_root / "ADEChallengeData2016/images/validation"),
"seg_map_path": str(data_root / "ADEChallengeData2016/annotations/validation"),
},
},
"cfg_city_scapes.py": {
"data_prefix": {
"img_path": str(data_root / "cityscapes/leftImg8bit/val"),
"seg_map_path": str(data_root / "cityscapes/gtFine/val"),
},
},
"cfg_coco_stuff164k.py": {
"data_prefix": {
"img_path": str(data_root / "coco_stuff164k/images/val2017"),
"seg_map_path": str(data_root / "coco_stuff164k/annotations/val2017"),
},
},
"cfg_coco_object.py": {
"data_prefix": {
"img_path": str(data_root / "coco_object/images/val2017"),
"seg_map_path": str(data_root / "coco_object/annotations/val2017"),
},
},
}
print("=" * 50)
print("Updating ProxyCLIP config files")
print("=" * 50)
print(f"Data root: {data_root}")
print(f"Config dir: {CONFIGS_DIR}")
print("")
if not CONFIGS_DIR.exists():
print(f"[ERROR] Config directory not found: {CONFIGS_DIR}")
return False
for config_name, paths in dataset_paths.items():
config_path = CONFIGS_DIR / config_name
if not config_path.exists():
print(f"[SKIP] {config_name} - file not found")
continue
print(f"[UPDATE] {config_name}")
# Read config file
with open(config_path, 'r') as f:
content = f.read()
# For now, just print what would be updated
if "data_prefix" in paths:
for key, value in paths["data_prefix"].items():
print(f" {key}: {value}")
if "ann_file" in paths:
print(f" ann_file: {paths['ann_file']}")
print("")
print("=" * 50)
print("")
print("To apply these changes, you need to manually update the config files.")
print("Each config file has a 'test_dataloader' section with 'data_prefix' settings.")
print("")
print("Example structure:")
print(" test_dataloader = dict(")
print(" dataset=dict(")
print(" data_prefix=dict(")
print(f" img_path='{data_root}/VOCdevkit/VOC2012/JPEGImages',")
print(f" seg_map_path='{data_root}/VOCdevkit/VOC2012/SegmentationClass',")
print(" ),")
print(" )")
print(" )")
print("")
return True
def main():
parser = argparse.ArgumentParser(description="Update data paths in ProxyCLIP configs")
parser.add_argument(
"--data-root",
type=str,
default=SERVER_DATA_ROOT,
help="Root directory containing all datasets (default: server path)",
)
parser.add_argument(
"--dry-run",
action="store_true",
help="Show what would be changed without modifying files",
)
args = parser.parse_args()
success = update_config_paths(args.data_root, args.dry_run)
sys.exit(0 if success else 1)
if __name__ == "__main__":
main()
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