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+}
\ No newline at end of file
diff --git a/generate_metadata.py b/generate_metadata.py
new file mode 100644
index 0000000000000000000000000000000000000000..bd67393bf76f6d85a6c81976c074cbdbeb2fdade
--- /dev/null
+++ b/generate_metadata.py
@@ -0,0 +1,84 @@
+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)
diff --git a/test_im.png b/test_im.png
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--- /dev/null
+++ b/test_im.png
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+version https://git-lfs.github.com/spec/v1
+oid sha256:3c9ea242002c836d2db73a0f407049a0cb9371754bef5f6429d63a831db65563
+size 2271443
diff --git a/test_mask.png b/test_mask.png
new file mode 100644
index 0000000000000000000000000000000000000000..d5603dfdc29fe7a789e16623324d6333efa47bb1
--- /dev/null
+++ b/test_mask.png
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+version https://git-lfs.github.com/spec/v1
+oid sha256:7b367c15933a8bdb66d0bceba021ac8d7a736743cb06a834d7f37ccc679707e5
+size 4333