mobilenet_v3

Searching for MobileNetV3

Introduction

Official Repo

Code Snippet

MobileNetV3 (ICCV'2019)

@inproceedings{Howard_2019_ICCV,
  title={Searching for MobileNetV3},
  author={Howard, Andrew and Sandler, Mark and Chu, Grace and Chen, Liang-Chieh and Chen, Bo and Tan, Mingxing and Wang, Weijun and Zhu, Yukun and Pang, Ruoming and Vasudevan, Vijay and Le, Quoc V. and Adam, Hartwig},
  booktitle={The IEEE International Conference on Computer Vision (ICCV)},
  pages={1314-1324},
  month={October},
  year={2019},
  doi={10.1109/ICCV.2019.00140}}
}

Results and models

Cityscapes

Method	Backbone	Crop Size	Lr schd	Mem (GB)	Inf time (fps)	mIoU	mIoU(ms+flip)	config	download
LRASPP	M-V3-D8	512x1024	320000	8.9	15.22	69.54	70.89	config	model | log
LRASPP	M-V3-D8 (scratch)	512x1024	320000	8.9	14.77	67.87	69.78	config	model | log
LRASPP	M-V3s-D8	512x1024	320000	5.3	23.64	64.11	66.42	config	model | log
LRASPP	M-V3s-D8 (scratch)	512x1024	320000	5.3	24.50	62.74	65.01	config	model | log