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Update app.py
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app.py
CHANGED
@@ -1,74 +1,62 @@
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import gradio as gr
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import cv2
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from services.video_service import get_random_video_frame
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from services.thermal_service import detect_thermal_anomalies
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from services.overlay_service import overlay_boxes
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from services.metrics_service import update_metrics
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from PIL import Image
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import numpy as np
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#
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paused = False
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frame_rate = 1 # seconds
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#
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def monitor_feed():
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global paused
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if paused:
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frame = overlay_boxes(frame, detected_boxes)
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# Helper functions for controls
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def toggle_pause():
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global paused
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paused = not paused
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return "鈻讹笍 Resume" if paused else "鈴革笍 Pause"
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def
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global frame_rate
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frame_rate =
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return frame_rate
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def loop_monitor():
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while True:
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yield from monitor_feed()
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def build_interface():
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global paused
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with gr.Blocks() as app:
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gr.Markdown("#
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with gr.Row():
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video_output = gr.Image(label="
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metrics_output = gr.JSON(label="
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with gr.Row():
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fps_slider.change(set_fps, inputs=fps_slider, outputs=fps_slider)
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app.load(loop_monitor, outputs=[video_output, metrics_output])
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return app
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if __name__ == "__main__":
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demo = build_interface()
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demo.launch(
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import gradio as gr
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import cv2
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import numpy as np
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from services.video_service import get_random_video_frame
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from services.overlay_service import overlay_boxes
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from services.thermal_service import detect_thermal_anomalies
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from services.metrics_service import update_metrics
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# Control Variables
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frame_rate = 1
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paused = False
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# Temp image path (optional, depends if thermal needs)
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TEMP_IMAGE_PATH = "temp.jpg"
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def monitor_feed():
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global paused
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if paused:
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frame = np.zeros((480, 640, 3), dtype=np.uint8)
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detected_boxes = []
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else:
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frame = get_random_video_frame()
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cv2.imwrite(TEMP_IMAGE_PATH, frame)
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detected_boxes = detect_thermal_anomalies(TEMP_IMAGE_PATH)
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frame = overlay_boxes(frame, detected_boxes)
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metrics = update_metrics(detected_boxes)
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return frame[:, :, ::-1], metrics
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def loop_monitor():
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while True:
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yield monitor_feed()
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def toggle_pause():
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global paused
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paused = not paused
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def update_frame_rate(value):
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global frame_rate
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frame_rate = value
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def build_interface():
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with gr.Blocks() as app:
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gr.Markdown("# \ud83d\ude80 Surveillance Monitor Dashboard")
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with gr.Row():
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video_output = gr.Image(label="Live Video Feed")
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metrics_output = gr.JSON(label="Metrics")
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with gr.Row():
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pause_button = gr.Button("\u23f8\ufe0f Pause / Resume")
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frame_rate_slider = gr.Slider(minimum=0.1, maximum=5.0, value=1.0, label="Frame Rate (sec)")
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pause_button.click(toggle_pause)
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frame_rate_slider.change(update_frame_rate, inputs=[frame_rate_slider])
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app.load(fn=loop_monitor, outputs=[video_output, metrics_output], every=1)
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return app
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if __name__ == "__main__":
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demo = build_interface()
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demo.launch()
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