Advancements in AI, particularly through Convolutional Neural Networks (CNNs) and algorithms like YOLO (You Only Look Once), have revolutionized object detection. YOLO v5’s ability to process an entire image at once dramatically increases accuracy and speed, enabling real-time analysis. This integration has significantly enhanced object detection efficiency, proving vital across industries from manufacturing quality control to surveillance