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Update app.py
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app.py
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@@ -1,21 +1,18 @@
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from transformers import pipeline
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import gradio as gr
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model = pipeline("text-classification", model=
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def
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label = model(text)[0]["label"]
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return label
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title = "Texts Expressing Emotion"
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iface = gr.Interface(
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fn=
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inputs=gr.Textbox(),
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outputs=gr.Label(),
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title=title,
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)
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iface.launch()
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from transformers import pipeline
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import gradio as gr
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pertrained_model = "MuntasirHossain/RoBERTa-base-finetuned-emotion"
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model = pipeline("text-classification", model=pertrained_model)
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def detect_emotions(text):
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label = model(text)[0]["label"]
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return label
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title = "Texts Expressing Emotion"
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iface = gr.Interface(
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fn=detect_emotions,
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inputs=gr.Textbox(),
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outputs=gr.Label(),
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title=title,
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)
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iface.launch()
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