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This PR implements SAR model (show, attend and read) as described in paper, with VGG16 feature extractor and keras backend.

@charlesmindee charlesmindee added the module: models Related to doctr.models label Jan 26, 2021
@charlesmindee charlesmindee self-assigned this Jan 26, 2021
@fg-mindee fg-mindee added this to the 0.2.0 milestone Jan 26, 2021
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codecov bot commented Jan 26, 2021

Codecov Report

Merging #38 (a61acd1) into main (3284dca) will increase coverage by 0.31%.
The diff coverage is 100.00%.

Impacted file tree graph

@@            Coverage Diff             @@
##             main      #38      +/-   ##
==========================================
+ Coverage   97.54%   97.86%   +0.31%     
==========================================
  Files          18       19       +1     
  Lines         408      469      +61     
==========================================
+ Hits          398      459      +61     
  Misses         10       10              
Impacted Files Coverage Δ
doctr/models/recognition/__init__.py 100.00% <100.00%> (ø)
doctr/models/recognition/sar.py 100.00% <100.00%> (ø)

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Very clean PR! Just a few comments to take care of. Also, could you add it to https://github.com/teamMindee/doctr/blob/main/docs/source/models.rst for the documentation to stay updated please?

@fg-mindee fg-mindee added the ext: tests Related to tests folder label Jan 26, 2021
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You need to update the name in the unittest and we're good to go!

@fg-mindee fg-mindee changed the title SAR (reco model) implemented in Keras, VGG16 backbone feat: Added SAR with VGG16 backbone to recognition models Jan 26, 2021
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Thanks for the edits!

@charlesmindee charlesmindee merged commit 73b43dd into main Jan 26, 2021
@charlesmindee charlesmindee deleted the sar branch January 26, 2021 15:07
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3 participants