Update app.py

app.py

@@ -1,18 +1,34 @@
 import gradio as gr
-from utils.detector import detect_faults
-from PIL import Image
+import cv2
+from services.video_service import get_video_frame
+from services.detection_service import detect_objects
+from services.thermal_service import detect_thermal_anomalies
+from services.shadow_detection import detect_shadow_coverage
+from services.salesforce_dispatcher import send_to_salesforce
 
-def analyze_image(image):
-    results = detect_faults(image)
-    return results
+# Video generator
+frame_gen = get_video_frame("data/sample_pole_video.mp4")
 
-demo = gr.Interface(
-    fn=analyze_image,
-    inputs=gr.Image(type="pil"),
-    outputs="json",
-    title="VIEP Smart Pole Fault Detection",
-    description="Upload a surveillance image to detect faults like intrusion, overheating, or dust/shade issues."
-)
+def monitor_feed():
+    try:
+        frame = next(frame_gen)
+        cv2.imwrite("temp.jpg", frame)
 
-if __name__ == "__main__":
-    demo.launch()
+        detections = detect_objects("temp.jpg")
+        thermal = detect_thermal_anomalies("temp.jpg")
+        shadow_flag = detect_shadow_coverage("temp.jpg")
+
+        alert_payload = {
+            "detections": detections,
+            "thermal": bool(thermal),
+            "shadow_issue": shadow_flag,
+        }
+
+        send_to_salesforce(alert_payload)
+
+        return frame
+    except StopIteration:
+        return None
+
+iface = gr.Interface(fn=monitor_feed, inputs=[], outputs="image", live=True, title="VIEP Smart Pole Video Fault Detector")
+iface.launch()