Create app.py
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app.py
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import streamlit as st
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import os
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from PIL import Image
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import subprocess
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st.set_page_config(page_title="PaddleGAN Editor", layout="wide")
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st.title("🎨 PaddleGAN Image Editor")
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task = st.selectbox("Choose a task", ["Photo2Cartoon", "GPEN Face Enhancement"])
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uploaded_file = st.file_uploader("Upload an image", type=["jpg", "png"])
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if uploaded_file:
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input_path = f"input.jpg"
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with open(input_path, "wb") as f:
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f.write(uploaded_file.read())
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st.image(Image.open(input_path), caption="Uploaded Image", use_column_width=True)
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if st.button("Run PaddleGAN"):
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if task == "Photo2Cartoon":
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cmd = f"python tools/infer.py --config configs/photo2cartoon.yaml --input_dir {input_path} --output_dir output"
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elif task == "GPEN Face Enhancement":
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cmd = f"python tools/infer.py --config configs/gpen.yaml --input_dir {input_path} --output_dir output"
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else:
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st.error("Unsupported task.")
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st.stop()
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with st.spinner("Running PaddleGAN..."):
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subprocess.run(cmd, shell=True)
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result_path = "output/result.jpg"
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if os.path.exists(result_path):
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st.image(Image.open(result_path), caption="Result", use_column_width=True)
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with open(result_path, "rb") as f:
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st.download_button("📥 Download Result", f.read(), "edited.jpg", "image/jpeg")
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else:
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st.error("No result found.")
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