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Update app.py
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app.py
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@@ -7,6 +7,7 @@ from pydantic import BaseModel
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import uvicorn
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import insightface
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import gradio as gr
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# ---------- Load Face Detector + Recognition Model ----------
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model = insightface.app.FaceAnalysis(name="buffalo_l")
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@@ -88,16 +89,9 @@ async def compare_faces(req: CompareRequest):
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"match": matched
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}
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# ---------- Gradio UI
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def gradio_ui(img1_text, img2_text):
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Accepts:
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- base64 string
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- or URL
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Automatically detects which one.
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"""
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# --- Determine type of input ---
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def load_any(input_str):
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if input_str.startswith("http://") or input_str.startswith("https://"):
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return url_to_img(input_str)
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@@ -121,12 +115,24 @@ def gradio_ui(img1_text, img2_text):
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return f"Similarity: {similarity:.3f} | Match: {matched}"
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import uvicorn
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import insightface
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import gradio as gr
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import threading
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# ---------- Load Face Detector + Recognition Model ----------
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model = insightface.app.FaceAnalysis(name="buffalo_l")
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"match": matched
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}
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# ---------- Gradio UI ----------
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def gradio_ui(img1_text, img2_text):
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def load_any(input_str):
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if input_str.startswith("http://") or input_str.startswith("https://"):
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return url_to_img(input_str)
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return f"Similarity: {similarity:.3f} | Match: {matched}"
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# ---------- Run Gradio in Background Thread ----------
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def launch_gradio():
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gr.Interface(
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fn=gradio_ui,
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inputs=[
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gr.Textbox(label="Image 1 (base64 or URL)"),
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gr.Textbox(label="Image 2 (base64 or URL)")
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],
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outputs="text",
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title="Face Match API (Text Input)"
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).launch(server_name="0.0.0.0", server_port=7860)
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# ---------- MAIN ----------
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if __name__ == "__main__":
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# Start Gradio in a separate thread
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threading.Thread(target=launch_gradio, daemon=True).start()
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# Start FastAPI server
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uvicorn.run(app, host="0.0.0.0", port=8000)
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