patch preprocessing, fix layer loss and hyper params

1 files changed, 2 insertions, 2 deletions

diff --git a/main.py b/main.py
index de769baa..b7d9a1e0 100644
--- a/main.py
+++ b/main.py
@@ -11,6 +11,7 @@ from losses import YourModel
 from skimage.io import imread, imsave
 from matplotlib import pyplot as plt
 import numpy as np
+from skimage import transform
 
 
 def parse_args():
@@ -49,9 +50,8 @@ def main():
     print('this is',ARGS.content)
 
     content_image = imread(ARGS.content)
-    content_image = np.resize(content_image, (255, 255, 3))
     style_image = imread(ARGS.style)
-    style_image = np.resize(style_image, (255, 255, 3))
+    style_image = transform.resize(style_image, content_image.shape)
     my_model = YourModel(content_image=content_image, style_image=style_image)
     my_model.vgg16.build([1, 255, 255, 3])
     my_model.vgg16.load_weights('vgg16_imagenet.h5', by_name=True)