Update Tuberculosis_Dataset.py

Tuberculosis_Dataset.py

@@ -92,18 +92,11 @@ class TuberculosisDataset(GeneratorBasedBuilder):
 
     def _prepare_image_file_paths(self, images_zip_path):
         image_file_paths = {}
-        with zipfile.ZipFile(images_zip_path, 'r') as z:
-            # Create a temporary directory for the extracted images
-            temp_dir = "extracted_images"
-            if not os.path.exists(temp_dir):
-                os.makedirs(temp_dir)
-            # Iterate through each file in the ZIP
-            for file in z.namelist():
-                if file.endswith('.jpg') and not file.startswith('__MACOSX'):
+        for root, _, files in os.walk(images_zip_path):
+            for file in files:
+                if file.endswith('.jpg'):
                     key = file.split('_')[0]
                     if key not in image_file_paths:
-                        # Extract the first image for each case_id
-                        extract_path = z.extract(file, temp_dir)
-                        image_file_paths[key] = extract_path
+                        image_file_paths[key] = os.path.join(root, file)  # Store only the first image path
         return image_file_paths