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Update app.py
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app.py
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@@ -83,58 +83,33 @@ def process_live_frame(frame):
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alerter.reset_alert()
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return processed_frame, status_text, audio_output
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# --- UI Definition
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"
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gr.Markdown("A live test using Gradio's webcam component.")
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with gr.Row():
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with gr.Column():
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webcam_input = gr.Image(sources=["webcam"], streaming=True, label="Live Camera Feed")
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with gr.Column():
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processed_output = gr.Image(label="Processed Feed")
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status_output = gr.Textbox(label="Live Status", lines=3, interactive=False)
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# Audio player is now visible for debugging and user feedback.
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audio_alert_output = gr.Audio(autoplay=True, visible=True, label="Alert Sound")
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)
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#
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<div align="center">
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<img src="https://em-content.zobj.net/source/samsung/380/automobile_1f697.png" alt="Car Emoji" width="100"/>
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<h1>Welcome to Drive Paddy!</h1>
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<p><strong>Your Drowsiness Detection Assistant</strong></p>
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</div>
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---
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### How It Works
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This application uses your webcam to monitor for signs of drowsiness in real-time. Navigate to the **Live Detection** tab to begin.
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- **Multi-Signal Analysis**: Detects eye closure, yawning, and head position.
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- **AI-Powered Alerts**: Uses Gemini to generate dynamic audio warnings.
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- **Live Feedback**: Provides instant visual feedback on the video stream and status panel.
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"""
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)
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return home_page
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# --- Combine Pages into a Tabbed Interface ---
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app = gr.TabbedInterface(
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[create_home_page(), create_live_detection_page()],
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["Home", "Live Detection"]
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)
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# --- Launch the App ---
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else:
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alerter.reset_alert()
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# Return all the values needed to update the UI
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return processed_frame, status_text, audio_output
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# --- Gradio UI Definition ---
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with gr.Blocks(theme=gr.themes.Default(primary_hue="blue", secondary_hue="blue")) as app:
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gr.Markdown("# 🚗 Drive Paddy - Drowsiness Detection (Gradio)")
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gr.Markdown("A live test using Gradio's webcam component. This can be more stable than WebRTC in some environments.")
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with gr.Row():
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with gr.Column():
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# Input: Live webcam feed
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webcam_input = gr.Image(sources=["webcam"], streaming=True, label="Live Camera Feed")
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with gr.Column():
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# Output 1: Processed video feed
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processed_output = gr.Image(label="Processed Feed")
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# Output 2: Live status text
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status_output = gr.Textbox(label="Live Status", lines=3, interactive=False)
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# Output 3: Hidden audio player for alerts
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audio_alert_output = gr.Audio(autoplay=True, visible=False)
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# Link the input to the processing function and the function to the outputs
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webcam_input.stream(
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fn=process_live_frame,
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inputs=[webcam_input],
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outputs=[processed_output, status_output, audio_alert_output]
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)
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# --- Launch the App ---
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if __name__ == "__main__":
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app.launch(debug=True)
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