diff --git a/bin/wallpaper b/bin/wallpaper
index 437beca..714e62c 100755
--- a/bin/wallpaper
+++ b/bin/wallpaper
@@ -22,6 +22,8 @@ import random
 import argparse
 import tempfile
 import itertools
+import functools
+import operator
 import logging
 import logging.handlers
 import inspect
@@ -223,7 +225,11 @@ def get_random_images(directory: str, number: int) -> list[Image]:
     weights = [100 / ((count - min(counts) + 1) ** 3) for count in counts]
     images = [
         PIL.Image.open(image)
-        for image in random.choices(image_files, k=number, weights=weights)
+        for image in functools.reduce(
+            operator.add,
+            (random.choices(image_files, weights=weights) for k in range(number)),
+            [],
+        )
     ]
 
     for image in images: