haripriyaram commited on
Commit
3e60f40
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verified ·
1 Parent(s): f3daf50

Update app.py

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Files changed (1) hide show
  1. app.py +2 -6
app.py CHANGED
@@ -7,12 +7,8 @@ learn = from_pretrained_fastai("haripriyaram/Text-emotion-Recognizer-Model")
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  # Prediction function
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  def predict_emotion(text):
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  pred_label, _, probs = learn.predict(text)
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-
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- # # Handle nested vocab if needed
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- vocab = learn.dls.vocab[0] if isinstance(learn.dls.vocab[1], list) else learn.dls.vocab
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- probs_dict = {label: float(prob) for label, prob in zip(vocab, probs)}
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-
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- return prediction, probs_dict
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  # Gradio UI
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  iface = gr.Interface(
 
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  # Prediction function
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  def predict_emotion(text):
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  pred_label, _, probs = learn.predict(text)
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+ probs_dict = {label: float(prob) for label, prob in zip(learn.dls.vocab, probs)}
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+ return pred_label, probs_dict
 
 
 
 
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  # Gradio UI
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  iface = gr.Interface(