An FPGA implementation of quantized and fused YOLOv3-Tiny achieves 0.211 s latency and 10.11 GOPS/W efficiency with up to 51.94% lower resource utilization.
In: Proceedings of the 2020 2nd International Conference on Big Data and Artificial Intelligence (ISBDAI '20), pp
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Development of embedded target detection system based on FPGA and YOLOv3-Tiny
An FPGA implementation of quantized and fused YOLOv3-Tiny achieves 0.211 s latency and 10.11 GOPS/W efficiency with up to 51.94% lower resource utilization.