KIT MOMA: A Mobile Machines Dataset

no code implementations • 8 Jul 2020 • Yusheng Xiang, Hongzhe Wang, Tianqing Su, Ruoyu Li, Christine Brach, Samuel S. Mao, Marcus Geimer

Mobile machines typically working in a closed site, have a high potential to utilize autonomous driving technology.

Autonomous Driving

Fast CRDNN: Towards on Site Training of Mobile Construction Machines

no code implementations • 4 Jun 2020 • Yusheng Xiang, Tian Tang, Tianqing Su, Christine Brach, Libo Liu, Samuel Mao, Marcus Geimer

In our paper, we prove this idea and show that CRDNN is always competent, with the help of transfer learning and IoT technology by field experiment, even the new machine may have a different distribution.

Time Series Analysis Transfer Learning