debojit01 commited on
Commit
6e8fa3a
·
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1 Parent(s): 9b6ae49

Update app.py

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Files changed (1) hide show
  1. app.py +8 -2
app.py CHANGED
@@ -1,11 +1,17 @@
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- # app.py
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  import gradio as gr
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  from transformers import pipeline
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  detector = pipeline("text-classification", model="debojit01/fake-review-detector")
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  gr.Interface(
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- fn=lambda x: detector(x)[0],
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  inputs="text",
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  outputs="label",
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  title="Fake Review Detector"
 
 
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  import gradio as gr
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  from transformers import pipeline
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  detector = pipeline("text-classification", model="debojit01/fake-review-detector")
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+ def predict(text):
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+ result = detector(text)[0]
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+ return {
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+ "Fake": result["score"] if result["label"] == "LABEL_0" else 1 - result["score"],
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+ "Genuine": 1 - result["score"] if result["label"] == "LABEL_0" else result["score"]
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+ }
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+
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  gr.Interface(
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+ fn=predict,
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  inputs="text",
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  outputs="label",
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  title="Fake Review Detector"