Dahua Technology?s ARI 2D object detection method took the 1st place in KITTI Vision Benchmark Suite?s Object Detection Evaluation 2012 on July 26th, 2018 – with an accuracy of 91.48% based on the moderate difficulty level. The KITTI vision benchmark suite is a systematic benchmarking platform designed to evaluate computer vision performance. Funded by the Karlsruhe Institute of Technology and the Toyota Technological Institute at Chicago, it is probably the world’s first and largest benchmarking suite for vision based autonomous driving.