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Create app.py
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app.py
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import gradio as gr
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from fawkes_wrapper_gradio_v_0_1 import FawkesProtection
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from PIL import Image
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import numpy as np
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fawkes_protection = FawkesProtection()
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def process_image(image, protection_level):
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protected_image = fawkes_protection.predict(image, level=protection_level)
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return Image.fromarray(protected_image)
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iface = gr.Interface(
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fn=process_image,
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inputs=[
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gr.Image(type="pil"),
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gr.Radio(["low", "mid", "high"], label="Protection Level")
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],
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outputs=gr.Image(type="pil"),
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title="Fawkes Image Protection",
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description="Upload an image to apply Fawkes protection."
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)
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iface.launch()
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