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Commit ·
b5825cb
1
Parent(s): 77fe516
Upload Gradio app for mental health analysis
Browse files
app.py
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@@ -1,17 +1,30 @@
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import gradio as gr
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from transformers import pipeline
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# Load your model from Hugging Face
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classifier = pipeline("text-classification", model="coldnasser/depression-anxiety-mindscape")
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# Define the prediction function
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def predict(text):
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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="Mindscape AI Therapist"
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).launch()
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# import gradio as gr
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# from transformers import pipeline
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# # Load your model from Hugging Face
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# classifier = pipeline("text-classification", model="coldnasser/depression-anxiety-mindscape")
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# # Define the prediction function
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# def predict(text):
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# return classifier(text)
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# # Create the Gradio interface
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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="Mindscape AI Therapist"
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# ).launch()
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import gradio as gr
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from transformers import pipeline
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classifier = pipeline("text-classification", model="coldnasser/depression-anxiety-mindscape")
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def predict(text):
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try:
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return classifier(text)
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except Exception as e:
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return f"Error: {str(e)}"
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gr.Interface(fn=predict, inputs="text", outputs="text", title="Mindscape").launch()
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