Update app.py
Browse files
app.py
CHANGED
@@ -16,8 +16,8 @@ model.to(device)
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st.title("🔥 Live Fire Detection with Alarm 🔥")
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st.subheader("Hold the camera towards potential fire sources to detect in real-time.")
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# Load alarm sound from a
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alarm_url = "https://
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# JavaScript to control alarm playback
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js_code = f"""
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@@ -34,36 +34,24 @@ js_code = f"""
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</script>
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"""
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#
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components.html(js_code, height=0)
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# Capture live camera input
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image = camera_input_live()
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if image is not None:
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# Convert
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bytes_data = image.getvalue()
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cv2_img = cv2.imdecode(np.frombuffer(bytes_data, np.uint8), cv2.IMREAD_COLOR)
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# Perform fire detection
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results = model(cv2_img)
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fire_present = False # Flag for fire detection
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#
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for result in results
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boxes = result.boxes
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for box in boxes:
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b = box.xyxy[0].cpu().numpy().astype(int)
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label = f'Fire {box.conf[0]:.2f}'
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cv2.rectangle(cv2_img, (b[0], b[1]), (b[2], b[3]), (0, 0, 255), 3)
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cv2.putText(cv2_img, label, (b[0], b[1] - 10), cv2.FONT_HERSHEY_SIMPLEX, 0.9, (0, 0, 255), 2)
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fire_present = True
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#
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st.image(cv2_img, channels="BGR", caption="Detected Fire", use_container_width=True)
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# Display logs & trigger alarm using JavaScript
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if fire_present:
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st.error("🔥 Fire Detected! 🔥")
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components.html("<script>playAlarm();</script>", height=0)
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st.title("🔥 Live Fire Detection with Alarm 🔥")
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st.subheader("Hold the camera towards potential fire sources to detect in real-time.")
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# Load alarm sound from a direct MP3 URL
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alarm_url = "https://www.soundjay.com/button/beep-07.wav" # Replace with a working direct MP3 URL
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# JavaScript to control alarm playback
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js_code = f"""
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</script>
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"""
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# Inject JavaScript once
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components.html(js_code, height=0)
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# Capture live camera input
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image = camera_input_live()
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if image is not None:
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# Convert image to OpenCV format
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bytes_data = image.getvalue()
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cv2_img = cv2.imdecode(np.frombuffer(bytes_data, np.uint8), cv2.IMREAD_COLOR)
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# Perform fire detection
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results = model(cv2_img)
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# Check if fire is detected
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fire_present = any(len(result.boxes) > 0 for result in results)
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# Show logs in UI & trigger alarm
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if fire_present:
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st.error("🔥 Fire Detected! 🔥")
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components.html("<script>playAlarm();</script>", height=0)
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