DeepScale: Online Frame Size Adaptation for Multi-object Tracking on Smart Cameras and Edge Servers

Keivan Nalaie, Renjie Xu, Rong Zheng

In surveillance and search and rescue applications, it is important to perform multi-target tracking (MOT) in real-time on low-end devices. Today's MOT solutions employ deep neural…