notesum.ai

Published at December 10

cs.CV

cs.AI

cs.LG

Released Date: December 10, 2024

Authors: Gayathri Dandugula¹, Santhosh Boddana¹, Sudesh Mirashi¹

Aff.: ¹Robert Bosch GmbH Corporate Research, India

Model	mAP $\uparrow$	AP@4 $\uparrow$	GFLOPs $\downarrow$	Params $\downarrow$	FPS $\uparrow$		Runtime(m.sec) $\downarrow$
					V100	RasPi	V100	RasPi
Baseline(Residual)	23.9	39.3	20.72	2.63M	44	0.78	22.51	1276
DSFEC-L	27.4	42.8	18.96	2.37M	51	0.88	19.15	1136
DSFEC-M	27.4	41.9	8.29	0.58M	55	1.5	18.04	668
DSFEC-S	24.8	39.0	4.45	0.3M	58	3.08	17.2	325