diff --git a/ldm/data/localdanboorubase.py b/ldm/data/localdanboorubase.py
index bd3e765..1be6bbe 100644
--- a/ldm/data/localdanboorubase.py
+++ b/ldm/data/localdanboorubase.py
@@ -140,10 +140,10 @@ class LocalDanbooruBase(Dataset):
         print(f'image-caption map has {len(self.examples.keys())} examples')
 
         self.size = size
-        self.interpolation = {"linear": PIL.Image.LINEAR,
-                              "bilinear": PIL.Image.BILINEAR,
-                              "bicubic": PIL.Image.BICUBIC,
-                              "lanczos": PIL.Image.LANCZOS,
+        self.interpolation = {"linear": PIL.Image.Resampling.BILINEAR,
+                              "bilinear": PIL.Image.Resampling.BILINEAR,
+                              "bicubic": PIL.Image.Resampling.BICUBIC,
+                              "lanczos": PIL.Image.Resampling.LANCZOS,
                               }[interpolation]
         self.flip = transforms.RandomHorizontalFlip(p=flip_p)