Evaluation of Thermal Imaging on Embedded GPU Platforms for Application in Vehicular Assistance Systems. (arXiv:2201.01661v1 [cs.CV])

This study is focused on evaluating the real-time performance of thermal
object detection for smart and safe vehicular systems by deploying the trained
networks on GPU & single-board EDGE-GPU computing platforms for onboard
automotive sensor suite testing. A novel large-scale thermal dataset comprising
of > 35,000 distinct frames is acquired, processed, and open-sourced in
challenging weather and environmental scenarios. The dataset is a recorded from
lost-cost yet effective uncooled LWIR thermal camera, mounted stand-alone and
on an electric vehicle to …

application arxiv cv gpu platforms systems