diff --git a/logger.py b/logger.py
index 3dee3b1..b529530 100644
--- a/logger.py
+++ b/logger.py
@@ -1,5 +1,7 @@
 from io import BytesIO
 
+import PIL
+from PIL import Image
 import scipy.misc
 import tensorflow as tf
 
@@ -16,7 +18,7 @@ def scalar_summary(self, tag, value, step):
 
     def image_summary(self, tag, image, step):
         s = BytesIO()
-        scipy.misc.toimage(image).save(s, format="png")
+        Image.fromarray(image).save(s, format="png")
 
         # Create an Image object
         img_sum = tf.Summary.Image(
@@ -36,7 +38,7 @@ def image_list_summary(self, tag, images, step):
         img_summaries = []
         for i, img in enumerate(images):
             s = BytesIO()
-            scipy.misc.toimage(img).save(s, format="png")
+            Image.fromarray(img).save(s, format="png")
 
             # Create an Image object
             img_sum = tf.Summary.Image(
diff --git a/requirements.txt b/requirements.txt
index 8d18acd..c8accbe 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -5,6 +5,6 @@ scikit-image==0.14.2
 imageio==2.5.0
 medpy==0.4.0
 Pillow==6.0.0
-scipy==1.2.1
+scipy==1.3.0
 pandas==0.24.2
-tqdm==4.32.1
\ No newline at end of file
+tqdm==4.32.1