ThirdFourthFifth commited on
Commit
c4b92cb
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1 Parent(s): 111fdf3

Update app.py

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Files changed (1) hide show
  1. app.py +9 -7
app.py CHANGED
@@ -1,18 +1,20 @@
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  import gradio as gr
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- from transformers import pipeline
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- pipeline = pipeline(task="text-classification", model="TostAI/nsfw-text-detection-large")
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  def predict(input_txt):
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- predictions = pipeline(input_txt)
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- return input_txt, {p["label"]: p["score"] for p in predictions}
 
 
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  gradio_app = gr.Interface(
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- predict,
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  inputs=gr.Textbox(label="Enter text"),
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- outputs=[gr.Label(label="Result", num_top_classes=2)],
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- title="NSFW Classifier",
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  )
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  if __name__ == "__main__":
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  gradio_app.launch()
 
 
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  import gradio as gr
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+ from transformers import pipeline as hf_pipeline
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+ classifier = hf_pipeline(task="text-classification", model="TostAI/nsfw-text-detection-large")
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  def predict(input_txt):
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+ preds = classifier(input_txt)
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+ # Find score for label "NSFW" (case-sensitive). Fallback: use highest-scoring label's score.
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+ score = None
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+ return float(preds[0].get("score"))
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  gradio_app = gr.Interface(
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+ fn=predict,
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  inputs=gr.Textbox(label="Enter text"),
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+ outputs=gr.Number(label="NSFW score")
 
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  )
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  if __name__ == "__main__":
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  gradio_app.launch()
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+