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Designed and implemented a realtime object detection and analysis system using Python, OpenCV and the YOLOv3-tiny deep learning model. The application processes live webcam video to detect people and common objects, applies non-max suppression to remove duplicate detections, and provides accurate person counts and object-wise analysis in real time.