NeuroVision is a high-performance computer vision system that implements real-time object detection using the YOLOv3 (You Only Look Once) algorithm. By leveraging the Darknet-53 backbone and OpenCV's DNN module, the platform can simultaneously detect and classify 80 categories of objects from the COCO dataset with massive throughput and minimal latency, even on edge-computing hardware.