FD-MobileNet: Improved MobileNet with a Fast Downsampling Strategy

Zheng QinZhaoning ZhangXiaotao ChenYuxing Peng

   Papers with code   Abstract  PDF

We present Fast-Downsampling MobileNet (FD-MobileNet), an efficient and accurate network for very limited computational budgets (e.g., 10-140 MFLOPs). Our key idea is applying an aggressive downsampling strategy to MobileNet framework... (read more)

Benchmarked Models

RANK
MODEL
REPO
CODE RESULT
PAPER RESULT
ε-REPRODUCED
BUILD
1
FD-MobileNet x1.0
65.8%
--
2
FD-MobileNet x0.75
61.6%
--
3
FD-MobileNet x0.5
56.9%
--
4
FD-MobileNet x0.25
44.1%
--