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[Feature] Support Lite-HRNet

Open Junjun2016 opened this issue 4 years ago • 1 comments

Motivation

Support more real-time semantic segmentation models. In this PR, we add Lite-HRNet.

Modification

  • [x] Add Lite-HRNet backbone and unitests
  • [x] Add configs for Lite-HRNet
  • [ ] Add benchmarks for Lite-HRNet

BC-breaking (Optional)

Does the modification introduce changes that break the backward-compatibility of the downstream repos? No

Junjun2016 avatar Jul 24 '21 07:07 Junjun2016

Codecov Report

Attention: Patch coverage is 87.91541% with 40 lines in your changes missing coverage. Please review.

Project coverage is 86.18%. Comparing base (bcafcdd) to head (0f6509a). Report is 365 commits behind head on master.

Files Patch % Lines
mmseg/models/backbones/litehrnet.py 87.50% 21 Missing and 19 partials :warning:
Additional details and impacted files
@@            Coverage Diff             @@
##           master     #720      +/-   ##
==========================================
+ Coverage   86.09%   86.18%   +0.09%     
==========================================
  Files         108      110       +2     
  Lines        5860     6191     +331     
  Branches      953     1023      +70     
==========================================
+ Hits         5045     5336     +291     
- Misses        630      651      +21     
- Partials      185      204      +19     
Flag Coverage Δ
unittests 86.17% <87.91%> (+0.09%) :arrow_up:

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codecov[bot] avatar Jul 24 '21 07:07 codecov[bot]