Delete generate_metadata.py

generate_metadata.py

@@ -1,84 +0,0 @@
-import os
-import json
-from pathlib import Path
-
-
-def generate_metadata(base_dir, normal_dir="normal", anomaly_dir="anomaly"):
-    """
-    Generate metadata.json file for Hugging Face dataset from normal and anomaly images.
-
-    Args:
-        base_dir (str): Base directory containing normal and anomaly folders
-        normal_dir (str): Name of the folder containing normal images (label 0)
-        anomaly_dir (str): Name of the folder containing anomaly images (label 1)
-    """
-    metadata = []
-    #{"file_name": "0001.png", "additional_feature": "This is a first value of a text feature you added to your images"}
-    # Process normal images (label 0)
-    normal_path = Path(base_dir) / normal_dir
-    mask_base_dir = Path(base_dir) / 'masks'
-    if normal_path.exists():
-        for img_file in normal_path.glob("*"):
-            if img_file.is_file() and img_file.suffix.lower() in ['.jpg', '.jpeg', '.png', '.bmp', '.tiff', '.gif']:
-                metadata.append({
-                    "file_name": str(img_file.relative_to(base_dir)),
-                    "label": 0,
-                    "mask": None 
-                })
-
-    # Process anomaly images (label 1)
-    anomaly_path = Path(base_dir) / anomaly_dir
-    if anomaly_path.exists():
-        for img_file in anomaly_path.glob("*"):
-            if img_file.is_file() and img_file.suffix.lower() in ['.jpg', '.jpeg', '.png', '.bmp', '.tiff', '.gif']:
-                metadata.append({
-                    "file_name": str(img_file.relative_to(base_dir)),
-                    "label": 1,
-                    "mask": os.path.join(base_dir,str(img_file.relative_to(base_dir)).replace('anomaly/', 'masks/').replace('.jpg','.png')),
-
-                })
-
-    # Save metadata to JSON file
-    with open(Path(base_dir) / "metadata.jsonl", "w") as f:
-        for metadata_l in metadata:
-            print(json.dumps(metadata_l), file=f)
-
-    print(f"Created metadata.json with {len(metadata)} images")
-    print(f"Normal images (label 0): {sum(1 for img in metadata if img['label'] == 0)}")
-    print(f"Anomaly images (label 1): {sum(1 for img in metadata if img['label'] == 1)}")
-
-
-if __name__ == "__main__":
-    '''
-    # You can change this to your actual base directory
-    #base_directory = "PiledBags/piled_bags_data_dir_train/"
-    #base_directory = "MetalParts/metal_parts_data_dir_train/"
-    base_directory = "PCB/pcb_data_dir_train/"
-    generate_metadata(base_directory)
-    #base_directory = "PiledBags/piled_bags_data_dir_test0/"
-    #base_directory = "MetalParts/metal_parts_data_dir_test0/"
-    base_directory = "PCB/pcb_data_dir_test0/"
-    generate_metadata(base_directory)
-    #base_directory = "PiledBags/piled_bags_data_dir_test1/"
-    #base_directory = "MetalParts/metal_parts_data_dir_test1/"
-    base_directory = "PCB/pcb_data_dir_test1/"
-    generate_metadata(base_directory)
-    #base_directory = "PiledBags/piled_bags_data_dir_test2/"
-    #base_directory = "MetalParts/metal_parts_data_dir_test2/"
-    base_directory = "PCB/pcb_data_dir_test2/"
-    generate_metadata(base_directory)
-    #base_directory = "PiledBags/piled_bags_data_dir_test3/"
-    #base_directory = "MetalParts/metal_parts_data_dir_test3/"
-    base_directory = "PCB/pcb_data_dir_test3/"
-    generate_metadata(base_directory)
-    #base_directory = "PiledBags/piled_bags_data_dir_test4/"
-    #base_directory = "MetalParts/metal_parts_data_dir_test4/"
-    base_directory = "PCB/pcb_data_dir_test4/"
-    generate_metadata(base_directory)
-    #base_directory = "PiledBags/piled_bags_data_dir_test5/"
-    #base_directory = "MetalParts/metal_parts_data_dir_test5/"
-    base_directory = "PCB/pcb_data_dir_test5/"
-    generate_metadata(base_directory)
-    '''
-    base_directory = "MetalParts/metal_parts_data_dir_test6/"
-    generate_metadata(base_directory)