rerun notebooks

Kautenja · Feb 10, 2018 · 32cb0da · 32cb0da
1 parent dd7bbd8
commit 32cb0da
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Showing 10 changed files with 89 additions and 70 deletions.
diff --git a/VGG19-classification.ipynb b/VGG19-classification.ipynb
diff --git a/content-reconstruction.ipynb b/content-reconstruction.ipynb
diff --git a/neural_stylization/reconstruct_content.py b/neural_stylization/reconstruct_content.py
@@ -69,6 +69,9 @@ def reconstruct_content(content_path: str,
     # optimize the white noise to reconstruct the content
     image = optimizer.minimize(noise, canvas.shape, step, iterations, callback)
 
+    # clear the Keras session
+    K.clear_session()
+
     # de-normalize the image (from ImageNet means) and convert back to binary
     return matrix_to_image(denormalize(image.reshape(canvas.shape)[0]))
 

diff --git a/neural_stylization/reconstruct_style.py b/neural_stylization/reconstruct_style.py
@@ -87,6 +87,9 @@ def reconstruct_style(style_path: str,
     # optimize the white noise to reconstruct the content
     image = optimizer.minimize(noise, canvas.shape, step, iterations, callback)
 
+    # clear the Keras session
+    K.clear_session()
+
     # de-normalize the image (from ImageNet means) and convert back to binary
     return matrix_to_image(denormalize(image.reshape(canvas.shape)[0]))
 

diff --git a/neural_stylization/transfer_style.py b/neural_stylization/transfer_style.py
@@ -214,6 +214,9 @@ def stylize(self,
 								   loss_grads,
 								   iterations,
 								   callback)
+		# clear the Keras session
+		K.clear_session()
+
 		# return the optimized image
 		return matrix_to_image(denormalize(image.reshape(canvas.shape)[0]))
 

diff --git a/style-reconstruction.ipynb b/style-reconstruction.ipynb
diff --git a/style-transfer.ipynb b/style-transfer.ipynb
diff --git a/tex/img/transfer/monet.png b/tex/img/transfer/monet.png
diff --git a/tex/img/transfer/seated-nudes.png b/tex/img/transfer/seated-nudes.png
diff --git a/tex/img/transfer/shipwreck.png b/tex/img/transfer/shipwreck.png