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feat: Added support of LayerCAM #77

Merged
merged 8 commits into from
Jul 12, 2021
Merged

feat: Added support of LayerCAM #77

merged 8 commits into from
Jul 12, 2021

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frgfm
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@frgfm frgfm commented Jul 12, 2021

Following up on #76, this PR introduces the following modifications:

  • added support of LayerCAM
  • added it to demo and example script
  • improved weight broadcasting for all cams
  • updated documentation and README

@frgfm frgfm added topic: docs Improvements or additions to documentation type: improvement New feature or request ext: tests Related to test module: methods Related to torchcam.methods ext: scripts ext: demo labels Jul 12, 2021
@frgfm frgfm added this to the 0.2.1 milestone Jul 12, 2021
@frgfm frgfm self-assigned this Jul 12, 2021
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codecov bot commented Jul 12, 2021

Codecov Report

Merging #77 (36da052) into master (56f9949) will increase coverage by 0.07%.
The diff coverage is 100.00%.

Impacted file tree graph

@@            Coverage Diff             @@
##           master      #77      +/-   ##
==========================================
+ Coverage   96.07%   96.15%   +0.07%     
==========================================
  Files           7        7              
  Lines         306      312       +6     
==========================================
+ Hits          294      300       +6     
  Misses         12       12              
Impacted Files Coverage Δ
torchcam/cams/core.py 95.52% <100.00%> (+0.06%) ⬆️
torchcam/cams/gradcam.py 97.64% <100.00%> (+0.14%) ⬆️

@frgfm frgfm merged commit 0eb3300 into master Jul 12, 2021
@frgfm frgfm deleted the layer-cam branch July 12, 2021 13:36
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ext: demo ext: scripts ext: tests Related to test module: methods Related to torchcam.methods topic: docs Improvements or additions to documentation type: improvement New feature or request
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