diff --git a/tools/convert_datasets/potsdam.py b/tools/convert_datasets/potsdam.py
index 95a97f6..87e67d5 100644
--- a/tools/convert_datasets/potsdam.py
+++ b/tools/convert_datasets/potsdam.py
@@ -126,8 +126,8 @@ def main():
     zipp_list = glob.glob(os.path.join(dataset_path, '*.zip'))
     print('Find the data', zipp_list)
 
-    with tempfile.TemporaryDirectory(dir=args.tmp_dir) as tmp_dir:
-        for zipp in zipp_list:
+    for zipp in zipp_list:
+        with tempfile.TemporaryDirectory(dir=args.tmp_dir) as tmp_dir:
             zip_file = zipfile.ZipFile(zipp)
             zip_file.extractall(tmp_dir)
             src_path_list = glob.glob(os.path.join(tmp_dir, '*.tif'))