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[TSR] Add TableCenterNet & table_predictor#2092

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[TSR] Add TableCenterNet & table_predictor#2092
felixdittrich92 wants to merge 10 commits into
mindee:mainfrom
felixdittrich92:tablecenternet

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This PR:

  • Add TableCenterNet
  • Add reference scripts
  • Update docs
  • Add table_predictor
  • Add cor tests

@felixdittrich92 felixdittrich92 added this to the 1.1.0 milestone Jun 29, 2026
@felixdittrich92 felixdittrich92 self-assigned this Jun 29, 2026
@felixdittrich92 felixdittrich92 added topic: documentation Improvements or additions to documentation topic: ci Related to CI module: models Related to doctr.models module: utils Related to doctr.utils ext: tests Related to tests folder module: datasets Related to doctr.datasets ext: references Related to references folder framework: pytorch Related to PyTorch backend topic: table comprehension Related to table comprehension type: new feature New feature ext: docs Related to docs folder labels Jun 29, 2026
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codecov Bot commented Jun 29, 2026

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Codecov Report

❌ Patch coverage is 97.64890% with 15 lines in your changes missing coverage. Please review.
✅ Project coverage is 97.04%. Comparing base (bd998c7) to head (34f7e9f).

Files with missing lines Patch % Lines
...octr/models/table_structure/tablecenternet/base.py 97.65% 7 Missing ⚠️
doctr/models/table_structure/predictor/pytorch.py 89.18% 4 Missing ⚠️
doctr/models/factory/hub.py 0.00% 2 Missing ⚠️
doctr/models/table_structure/zoo.py 92.59% 2 Missing ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##             main    #2092      +/-   ##
==========================================
+ Coverage   96.56%   97.04%   +0.47%     
==========================================
  Files         159      166       +7     
  Lines        7753     8387     +634     
==========================================
+ Hits         7487     8139     +652     
+ Misses        266      248      -18     
Flag Coverage Δ
unittests 97.04% <97.64%> (+0.47%) ⬆️

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Labels

ext: docs Related to docs folder ext: references Related to references folder ext: tests Related to tests folder framework: pytorch Related to PyTorch backend module: datasets Related to doctr.datasets module: models Related to doctr.models module: utils Related to doctr.utils topic: ci Related to CI topic: documentation Improvements or additions to documentation topic: table comprehension Related to table comprehension type: new feature New feature

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