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Runtime error
Update app.py
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app.py
CHANGED
@@ -17,22 +17,26 @@ def analyze_face(image):
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else:
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analysis_result = analysis_results
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# Extract results
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age = analysis_result['age']
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gender = analysis_result['gender']
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race = analysis_result['dominant_race']
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emotion = analysis_result['dominant_emotion']
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emotions_detail = analysis_result['emotion']
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# Return the results
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return age, gender, race, emotion,
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# Define the Gradio interface
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iface = gr.Interface(
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fn=analyze_face,
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inputs=gr.Image(type="pil"),
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outputs=[gr.Number(label="Age"),
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gr.Text(label="Gender"),
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gr.Text(label="Race"),
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gr.Text(label="Dominant Emotion"),
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gr.JSON(label="Emotion Breakdown")]
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else:
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analysis_result = analysis_results
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# Extract results with formatting
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age = analysis_result['age']
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gender = f"{analysis_result['gender']} ({analysis_result['gender']})" # Gender and its probability
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race = analysis_result['dominant_race']
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emotion = analysis_result['dominant_emotion']
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# Clean up the emotion breakdown
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emotions_detail = analysis_result['emotion']
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# Format the emotions into a readable string
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formatted_emotions = {key: f"{value:.2f}%" for key, value in emotions_detail.items()}
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# Return the results
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return age, gender, race, emotion, formatted_emotions
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# Define the Gradio interface
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iface = gr.Interface(
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fn=analyze_face,
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inputs=gr.Image(type="pil"),
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outputs=[gr.Number(label="Age"),
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gr.Text(label="Gender Probability"),
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gr.Text(label="Race"),
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gr.Text(label="Dominant Emotion"),
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gr.JSON(label="Emotion Breakdown")]
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