bharat-raghunathan commited on
Commit
5b14b96
1 Parent(s): 47e00f6

Update app v0.5

Browse files
Files changed (1) hide show
  1. app.py +4 -3
app.py CHANGED
@@ -12,11 +12,12 @@ def lyrics_categories(input_text):
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  predictions = torch.nn.functional.softmax(outputs.logits, dim=-1)
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  predictions = predictions.detach().numpy()[0]
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  predictions = predictions * 100
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- index_sorted = np.argsort(predictions)
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  clean_outputs = {label[idx]:predictions[idx] for idx in index_sorted}
 
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  return clean_outputs
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  iface = gr.Interface(fn=lyrics_categories,
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- inputs=gr.inputs.Textbox(lines=7, placeholder="Enter song lyrics here..."),
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- outputs=gr.outputs.Label(num_top_classes=5, label="Lyric Categories"))
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  iface.launch()
 
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  predictions = torch.nn.functional.softmax(outputs.logits, dim=-1)
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  predictions = predictions.detach().numpy()[0]
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  predictions = predictions * 100
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+ index_sorted = np.argsort(predictions)[::-1]
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  clean_outputs = {label[idx]:predictions[idx] for idx in index_sorted}
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+ print(clean_outputs)
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  return clean_outputs
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  iface = gr.Interface(fn=lyrics_categories,
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+ inputs=gr.inputs.Textbox(lines=20, placeholder="Enter song lyrics here...", label="Song Lyrics"),
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+ outputs=gr.outputs.Label(num_top_classes=5, label="Lyrics Categories"))
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  iface.launch()