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Published at November 17

AppSign: Multi-level Approximate Computing for Real-Time Traffic Sign Recognition in Autonomous Vehicles

cs.AR

cs.CV

Released Date: November 17, 2024

Authors: Fatemeh Omidian¹, Athena Abdi¹

Aff.: ¹Faculty of Computer Engineering, K. N. Toosi University of Technology, Tehran, Iran

Arxiv: http://arxiv.org/abs/2411.10988v1

Refer to caption

Approximation Method	Accuracy
Shift and xor	$13.61\%$
Shift and add	$6.69\%$
LNS	$5.93\%$
FAMM	$6\%$
Quantize	$40.72\%$
Rounded	$5.93\%$
TIRuD	$21.14\%$