diff --git a/sgan/sgan.py b/sgan/sgan.py
index 21feec8dd7..c42419bb64 100644
--- a/sgan/sgan.py
+++ b/sgan/sgan.py
@@ -175,7 +175,7 @@ def sample_images(self, epoch):
         gen_imgs = self.generator.predict(noise)
 
         # Rescale images 0 - 1
-        gen_imgs = 0.5 * gen_imgs + 1
+        gen_imgs = 0.5 * gen_imgs + 0.5
 
         fig, axs = plt.subplots(r, c)
         cnt = 0
diff --git a/wgan/wgan.py b/wgan/wgan.py
index 402f77c717..2ed96ead43 100644
--- a/wgan/wgan.py
+++ b/wgan/wgan.py
@@ -173,7 +173,7 @@ def sample_images(self, epoch):
         gen_imgs = self.generator.predict(noise)
 
         # Rescale images 0 - 1
-        gen_imgs = 0.5 * gen_imgs + 1
+        gen_imgs = 0.5 * gen_imgs + 0.5
 
         fig, axs = plt.subplots(r, c)
         cnt = 0
diff --git a/wgan_gp/wgan_gp.py b/wgan_gp/wgan_gp.py
index 350098720a..f7d24e7cac 100644
--- a/wgan_gp/wgan_gp.py
+++ b/wgan_gp/wgan_gp.py
@@ -227,7 +227,7 @@ def sample_images(self, epoch):
         gen_imgs = self.generator.predict(noise)
 
         # Rescale images 0 - 1
-        gen_imgs = 0.5 * gen_imgs + 1
+        gen_imgs = 0.5 * gen_imgs + 0.5
 
         fig, axs = plt.subplots(r, c)
         cnt = 0