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Runtime error
Runtime error
Aravind Sundaresan
commited on
Commit
•
f87c6a5
1
Parent(s):
37aaf26
Added application file
Browse files
app.py
ADDED
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import gradio as gr
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import numpy as np
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from PIL import Image
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import tensorflow as tf
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import tensorflow_hub as hub
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style_transfer_model = hub.load("https://tfhub.dev/google/magenta/arbitrary-image-stylization-v1-256/2")
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def perform_style_transfer(content_image, style_image):
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content_image = tf.convert_to_tensor(content_image, np.float32)[tf.newaxis, ...] / 255.
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style_image = tf.convert_to_tensor(style_image, np.float32)[tf.newaxis, ...] / 255.
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output = style_transfer_model(content_image, style_image)
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stylized_image = output[0]
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return Image.fromarray(np.uint8(stylized_image[0] * 255))
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content_image_input = gr.inputs.Image()
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style_image_input = gr.inputs.Image(shape=(256, 256))
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interface = gr.Interface(fn=perform_style_transfer,
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inputs=[content_image_input, style_image_input],
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outputs="image")
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Interface.launch()
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