import gradio as gr import cv2 from services.video_service import get_video_frame from services.detection_service import detect_objects from services.fault_service import detect_pole_faults from services.salesforce_dispatcher import send_to_salesforce # Initialize video feed frame_gen = get_video_frame("data/pole_feed.mp4") def monitor_feed(): try: frame = next(frame_gen) cv2.imwrite("temp.jpg", frame) detections = detect_objects("temp.jpg") faults = detect_pole_faults("temp.jpg") alert_payload = { "detections": detections, "faults": bool(faults), "fault_details": faults } send_to_salesforce(alert_payload) return frame except StopIteration: return None iface = gr.Interface( fn=monitor_feed, inputs=[], outputs="image", live=True, title="Pole Fault Detection Feed Simulation" ) iface.launch()