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谢昕辰 2f3f027c3d [Enhancement] md2yml pre-commit hook (#732) 
* init script

* update scripts and generate new yml

* fix lint: deeplabv3plus.yml

* modify resolution representation

* remove  field

* format crop_size
 		2021-07-31 09:31:58 -07:00
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README.md comment tag (#505) 2021-04-24 09:58:59 -07:00
lraspp_m-v3-d8_512x1024_320k_cityscapes.py [New model] Support MobileNetV3 (#268) 2020-12-26 00:02:50 -08:00
lraspp_m-v3-d8_scratch_512x1024_320k_cityscapes.py [New model] Support MobileNetV3 (#268) 2020-12-26 00:02:50 -08:00
lraspp_m-v3s-d8_512x1024_320k_cityscapes.py [New model] Support MobileNetV3 (#268) 2020-12-26 00:02:50 -08:00
lraspp_m-v3s-d8_scratch_512x1024_320k_cityscapes.py [New model] Support MobileNetV3 (#268) 2020-12-26 00:02:50 -08:00
mobilenet_v3.yml [Enhancement] md2yml pre-commit hook (#732) 2021-07-31 09:31:58 -07:00

README.md

Searching for MobileNetV3

Introduction

@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