ariG23498 commited on
Commit
ce34875
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1 Parent(s): 0e00876

chore: no carousel

Browse files
Files changed (1) hide show
  1. app.py +7 -9
app.py CHANGED
@@ -21,11 +21,11 @@ def infer(test_image):
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  inv2_kernel = tf.reduce_sum(inv2_kernel, axis=[-1, -2, -3])
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  inv3_kernel = tf.reduce_sum(inv3_kernel, axis=[-1, -2, -3])
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- return [
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  tf.keras.utils.array_to_img(inv1_kernel[0, ..., None]),
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  tf.keras.utils.array_to_img(inv2_kernel[0, ..., None]),
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  tf.keras.utils.array_to_img(inv3_kernel[0, ..., None]),
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- ]
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  # define the article
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  article = """<center>
@@ -45,19 +45,17 @@ Involution Kernel
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  description="""
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  Visualize the activation maps from the Involution Kernel.πŸ•΅πŸ»β€β™‚οΈ
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  """
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-
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- labels = [
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- "1",
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- "2",
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- "3",
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- ]
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  iface = gr.Interface(
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  fn=infer,
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  title="Involutional Neural Networks",
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  article=article,
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  description=description,
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  inputs=gr.inputs.Image(label="Input Image"),
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- outputs=gr.outputs.Carousel(["image", "image", "image"], label=labels),
 
 
 
 
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  examples=[["examples/lama.jpeg"], ["examples/dalai_lama.jpeg"]],
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  layout="horizontal",
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  ).launch(share=True)
 
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  inv2_kernel = tf.reduce_sum(inv2_kernel, axis=[-1, -2, -3])
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  inv3_kernel = tf.reduce_sum(inv3_kernel, axis=[-1, -2, -3])
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+ return (
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  tf.keras.utils.array_to_img(inv1_kernel[0, ..., None]),
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  tf.keras.utils.array_to_img(inv2_kernel[0, ..., None]),
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  tf.keras.utils.array_to_img(inv3_kernel[0, ..., None]),
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+ )
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  # define the article
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  article = """<center>
 
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  description="""
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  Visualize the activation maps from the Involution Kernel.πŸ•΅πŸ»β€β™‚οΈ
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  """
 
 
 
 
 
 
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  iface = gr.Interface(
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  fn=infer,
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  title="Involutional Neural Networks",
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  article=article,
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  description=description,
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  inputs=gr.inputs.Image(label="Input Image"),
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+ outputs=[
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+ gr.outputs.Image(label="Activation from Kernel 1"),
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+ gr.outputs.Image(label="Activation from Kernel 2"),
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+ gr.outputs.Image(label="Activation from Kernel 3"),
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+ ],
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  examples=[["examples/lama.jpeg"], ["examples/dalai_lama.jpeg"]],
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  layout="horizontal",
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  ).launch(share=True)