import gradio as gr import cv2 import os, sys # ✅ Fix: Add services/ to path manually sys.path.append(os.path.join(os.path.dirname(__file__), "services")) from video_service import get_video_frame from detection_service import detect_objects from thermal_service import detect_thermal_anomalies from shadow_detection import detect_shadow_coverage from salesforce_dispatcher import send_to_salesforce frame_gen = get_video_frame("data/sample_pole_video.mp4") def monitor_feed(): try: frame = next(frame_gen) cv2.imwrite("temp.jpg", frame) 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()