import cv2 import numpy as np def detect_people_from_image(image): # Convert image to grayscale gray = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY) height, width = gray.shape # Simple heuristic: count non-zero pixels to simulate people detection if cv2.countNonZero(gray) > (height * width * 0.2): return 3 # Simulate 3 people detected return 1 # Simulate 1 person detected