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[Enhancement] Add UPerNet r18 results #1669

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merged 6 commits into from
Jun 21, 2022

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xiexinch
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@xiexinch xiexinch commented Jun 14, 2022

Motivation

Update UPerNet r18 backbone results on Cityscapes, ADE20K, Pascal VOC 2012 datasets.

Modification

  • Add configs for the r18 backbone
  • Modify UPerNet READEME.md

BC-breaking (Optional)

None

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codecov bot commented Jun 14, 2022

Codecov Report

Merging #1669 (bc2bb21) into master (60655de) will decrease coverage by 0.01%.
The diff coverage is n/a.

@@            Coverage Diff             @@
##           master    #1669      +/-   ##
==========================================
- Coverage   90.25%   90.24%   -0.02%     
==========================================
  Files         142      142              
  Lines        8476     8486      +10     
  Branches     1428     1432       +4     
==========================================
+ Hits         7650     7658       +8     
- Misses        586      588       +2     
  Partials      240      240              
Flag Coverage Δ
unittests 90.24% <ø> (-0.02%) ⬇️

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files Coverage Δ
mmseg/apis/inference.py 61.66% <0.00%> (-2.13%) ⬇️
mmseg/datasets/pipelines/test_time_aug.py 96.55% <0.00%> (+0.25%) ⬆️
mmseg/models/segmentors/encoder_decoder.py 88.66% <0.00%> (+0.31%) ⬆️

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@xiexinch xiexinch changed the title [WIP] Add UPerNet r18 results [Enhancement] Add UPerNet r18 results Jun 16, 2022
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Method Backbone Dataset Crop Size Lr schd mIoU mIoU(ms+flip)
UPerNet R-18 Cityscapes 512x1024 40000 75.39 77.0
UPerNet R-18 Cityscapes 512x1024 80000 76.02 77.38
UPerNet R-18 ADE20K 512x512 80000 38.76 39.81
UPerNet R-18 ADE20K 512x512 160000 39.23 39.97
UPerNet R-18 Pascal VOC 2012 + Aug 512x512 20000 72.9 74.71
UPerNet R-18 Pascal VOC 2012 + Aug 512x512 40000 73.71 74.61

@xiexinch xiexinch requested a review from MeowZheng June 17, 2022 02:14
@MeowZheng MeowZheng merged commit 36984d9 into open-mmlab:master Jun 21, 2022
ZhimingNJ pushed a commit to AetrexTechnology/mmsegmentation that referenced this pull request Jun 29, 2022
* add r18 configs

* update r18 city result

* add configs

* update results

* rename files

* fix lint
aravind-h-v pushed a commit to aravind-h-v/mmsegmentation that referenced this pull request Mar 27, 2023
* [SD] Make sure batched input works correctly

* uP

* uP

* up

* up

* uP

* up

* fix mask stuff

* up

* uP

* more up

* up

* uP

* up

* finish

* Apply suggestions from code review

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
huajiangjiangLi added a commit to pytorchuser/HDB-Seg that referenced this pull request Apr 12, 2023
* add r18 configs

* update r18 city result

* add configs

* update results

* rename files

* fix lint
wjkim81 pushed a commit to wjkim81/mmsegmentation that referenced this pull request Dec 3, 2023
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4 participants