NPU Accelerator: Quantized Real-Time Vehicle Detection on PYNQ-Z1 Using FINN
This paper presents the design, optimization, implementation, and on-board validation of a neural processing unit (NPU) accelerator for real-time vehicle detection on the resource-constrained Xilinx Zynq XC7Z020 device of the PYNQ-Z1 board. The work follows a hardware/software co-design methodology that combines quanti...
Daniel G. Gutiérrez, Antonio Cuesta, Jorge D. Fe et al.
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