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Update app.py
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app.py
CHANGED
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@@ -8,10 +8,12 @@ n_images = 64
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codings_size = 100
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hub_generator = from_pretrained_keras("huggan/crypto-gan")
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def post_process(image):
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image = ((image + 1) / 2) # scale back
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return image
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def generate(seed):
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noise = tf.random.normal(shape=[n_images, codings_size], seed=seed)
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generated_images = hub_generator(noise, training=False)
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@@ -21,11 +23,11 @@ def generate(seed):
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plt.subplot(8, 8, i+1)
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plt.imshow(post_process(generated_images[i, :, :, :]), cmap="binary")
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plt.axis("off")
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-
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gr.Interface(fn=generate,
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inputs=[gr.inputs.Slider(label='Seed', minimum=0, maximum=1000, default=42)],
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outputs="
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title="CryptoGAN",
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description="These CryptoPunks do not exist. gGnerate your own CryptoPunks").launch()
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codings_size = 100
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hub_generator = from_pretrained_keras("huggan/crypto-gan")
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+
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def post_process(image):
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image = ((image + 1) / 2) # scale back
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return image
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+
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def generate(seed):
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noise = tf.random.normal(shape=[n_images, codings_size], seed=seed)
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generated_images = hub_generator(noise, training=False)
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plt.subplot(8, 8, i+1)
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plt.imshow(post_process(generated_images[i, :, :, :]), cmap="binary")
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plt.axis("off")
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return fig
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gr.Interface(fn=generate,
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inputs=[gr.inputs.Slider(label='Seed', minimum=0, maximum=1000, default=42)],
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outputs=gr.outputs.Image(type="plot"),
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title="CryptoGAN",
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description="These CryptoPunks do not exist. gGnerate your own CryptoPunks").launch()
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