Skip to content

[RNE Rewrite] feat: Add OCR implementation #1322

Draft
benITo47 wants to merge 13 commits into
rne-rewritefrom
ocr_dynamic
Draft

[RNE Rewrite] feat: Add OCR implementation #1322
benITo47 wants to merge 13 commits into
rne-rewritefrom
ocr_dynamic

Conversation

@benITo47

Copy link
Copy Markdown
Contributor

Description

Adds a unified, OCR and document understanding pipeline to react-native-executorch. Two OCRs - EasyOCR and PP-OCRv6, plus a higher-level document pipeline that orchestrates orientation correction, UVDoc dewarp, PP-DocLayoutV3 region layout, SLANet table-structure recognition, and reading-order assembly into HTML.

Introduces a breaking change?

  • Yes
  • No

Type of change

  • Bug fix (change which fixes an issue)
  • New feature (change which adds functionality)
  • Documentation update (improves or adds clarity to existing documentation)
  • Other (chores, tests, code style improvements etc.)

Tested on

  • iOS
  • Android

Testing instructions

Try OCRing on different images, use different OCR options. See if anything is ill behaved.

Screenshots

Related issues

Checklist

  • I have performed a self-review of my code
  • I have commented my code, particularly in hard-to-understand areas
  • I have updated the documentation accordingly
  • My changes generate no new warnings

Additional notes

benITo47 added 12 commits July 20, 2026 19:17
…OcrOptions.tables)

Tables were the odd one out — orientation/dewarp had per-run toggles, tables
fired unconditionally when a table region was found. Add RunOcrOptions.tables
(default true when the model supports them; a per-run false skips the
recognizer), gate the table pass on it, and surface a Table-structure sub-toggle
in the demo alongside orientation/dewarp.
…ailing | _ glyphs)

Flat-gray strip padding left a content→pad seam EasyOCR's CRNN read as a
trailing glyph. Add OcrModelOptions.recognizerPadMode ('constant' default,
'cornerMean' = background-matched), thread it through the recognizer, default
EasyOCR to cornerMean. Not a decode bug — the argmax was predicting the seam.
…f composed strip

Composing a vertical stack into one horizontal strip fed the recognizer a
non-word column with its horizontal-word context, making it hallucinate words
(and the vertical-digit phantoms). Recognize each glyph on its own and join
top-to-bottom — drops the word bias, gives per-glyph confidence. Cost: one
recognizer pass per glyph (fine for the opt-in vertical path).
Vertical reads skip the horizontal drop-score gate because they run
lower-confidence. Expose RunOcrOptions.verticalMinConfidence so callers can
raise it to filter the low-confidence hallucinations the vertical path emits.
@benITo47 benITo47 changed the title Ocr dynamic [RNE Rewrite] feat: Add OCR implementation Jul 20, 2026
Hardens the pipeline — encodeConstraint variant handling, snapUpDim lattice clamp, span-aware table fill, tagged shape-constraint union, dead compose-mode removal, JSI length guards and demo polish. Also pins the document pipeline to the now-published 0.9.0 model tag.
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant