History

谢昕辰 725d5aa002 [Feature] support mim (#549 ) * dice loss * format code, add docstring and calculate denominator without valid_mask * minor change * restore * add metafile * add manifest.in and add config at setup.py * add requirements * modify manifest * modify manifest * Update MANIFEST.in * add metafile * add metadata * fix typo * Update metafile.yml * Update metafile.yml * minor change * Update metafile.yml * add subfix * fix mmshow * add more metafile * add config to model_zoo * fix bug * Update mminstall.txt * [fix] Add models * [Fix] Add collections * [fix] Modify collection name * [Fix] Set datasets to unet metafile * [Fix] Modify collection names * complement inference time		2021-05-31 15:07:24 -07:00
..
README.md	comment tag (#505 )	2021-04-24 09:58:59 -07:00
fast_scnn_4x8_80k_lr0.12_cityscapes.py	[Enhancement] Support ignore_index for sigmoid BCE (#210 )	2020-11-17 16:14:03 +08:00
metafile.yml	[Feature] support mim (#549 )	2021-05-31 15:07:24 -07:00

README.md

Fast-SCNN for Semantic Segmentation

Introduction

@article{poudel2019fast,
  title={Fast-scnn: Fast semantic segmentation network},
  author={Poudel, Rudra PK and Liwicki, Stephan and Cipolla, Roberto},
  journal={arXiv preprint arXiv:1902.04502},
  year={2019}
}

Results and models

Cityscapes

Method	Backbone	Crop Size	Lr schd	Mem (GB)	Inf time (fps)	mIoU	mIoU(ms+flip)	config	download
Fast-SCNN	Fast-SCNN	512x1024	80000	8.4	63.61	69.06	-	config	model \| log