We'll introduce the of the AI cities challenge winners announced at GTC2017. Honghui Shi from University of Illinois at Urbana-Champaign who will do a ten minute presentation on multiple-Kernel based vehicle tracking Using 3D deformable models. Zheng Tang will then present on effective object detection from traffic camera videos.
There are more than 170 billion galaxies in the observable universe, and we humans have captured image data covering more than a quarter of the whole sky with our powerful telescopes and ambitious sky surveys like SDSS. The vast amount of information is not meant for humans to process, and CPUs and traditional algorithm both meet their bottleneck in processing. With the help of recent deep learning technologies and powerful implementations with NVIDIA's GPUs, the developed models can competitively accurately classify galaxies.