WarpWingHF commited on
Commit
64e91a7
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1 Parent(s): f4f22ea

Update app.py

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Files changed (1) hide show
  1. app.py +3 -9
app.py CHANGED
@@ -17,7 +17,7 @@ tf.config.threading.set_intra_op_parallelism_threads(8)
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  def load_img(image):
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  """Load and preprocess image for style transfer"""
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- max_dim = 256
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  # Convert PIL Image to tensor
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  img = tf.convert_to_tensor(np.array(image))
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  img = tf.image.convert_image_dtype(img, tf.float32)
@@ -129,10 +129,8 @@ def style_transfer_fn(content_image, style_image, progress=gr.Progress(track_tqd
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  style_weight = 1e-2
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  content_weight = 1e4
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  total_variation_weight = 30
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-
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  epochs = 10
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  steps_per_epoch = 100
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-
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  start_time = time.time()
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  # Training loop
@@ -158,12 +156,8 @@ iface = gr.Interface(
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  gr.Image(label="Style Image", type="pil")
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  ],
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  outputs=gr.Image(label="Stylized Image"),
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- title="Neural Style Transfer",
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- description="Upload a content image and a style image to create a stylized combination.",
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- examples=[
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- ["examples/content.jpg", "examples/style.jpg"]
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- ],
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- cache_examples=True
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  )
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  # Launch the interface
 
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  def load_img(image):
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  """Load and preprocess image for style transfer"""
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+ max_dim = 1024
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  # Convert PIL Image to tensor
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  img = tf.convert_to_tensor(np.array(image))
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  img = tf.image.convert_image_dtype(img, tf.float32)
 
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  style_weight = 1e-2
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  content_weight = 1e4
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  total_variation_weight = 30
 
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  epochs = 10
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  steps_per_epoch = 100
 
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  start_time = time.time()
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  # Training loop
 
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  gr.Image(label="Style Image", type="pil")
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  ],
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  outputs=gr.Image(label="Stylized Image"),
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+ title="Neural Style Transfer - Ty Chermsirivatana",
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+ description="Upload a content image and a style image to create a stylized image in context.",
 
 
 
 
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  )
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  # Launch the interface