sdafd commited on
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61d03da
1 Parent(s): bbaaa82

Create app.py

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  1. app.py +23 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import pipeline
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+
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+ def analyze_output(input_text):
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+ pipe = pipeline("text-classification", model="Titeiiko/OTIS-Official-Spam-Model")
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+ result = pipe(input_text)[0]
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+ if result["label"] == "LABEL_0":
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+ return {"type": "Not Spam", "probability": result["score"]}
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+ else:
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+ return {"type": "Spam", "probability": result["score"]}
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+
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+ iface = gr.Interface(
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+ fn=analyze_output,
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+ inputs=gr.Textbox(),
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+ outputs=["text", "text"],
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+ live=True,
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+ interpretation="default",
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+ title="Spam Classification App",
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+ description="Enter a text to classify it as Spam or Not Spam.",
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+ theme="compact"
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+ )
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+
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+ iface.launch()