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og:description: React Native ExecuTorch v0.3.0 introduces offline OCR by porting EasyOCR to mobile. The post details the full pipeline: CRAFT-based text detection, a custom...
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# Offline Text Recognition on Mobile: How We Brought EasyOCR…

**[Software Mansion](https://daily.dev/sources/swmansion)** · 10 min read · 0 upvotes · 0 comments

## Summary

React Native ExecuTorch v0.3.0 introduces offline OCR by porting EasyOCR to mobile. The post details the full pipeline: CRAFT-based text detection, a custom bounding box grouping algorithm that handles rotated text and reduces box count by 33%, and a multi-scale CRNN recognizer with three fixed input widths (128, 256, 512px). Key mobile constraints addressed include fixed input dimensions, limited RAM, and restricted compute. A dual-pass vertical OCR mode is also introduced for reading vertically arranged text and serial codes. Currently English-only, with multi-language support planned for v0.4.0.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://swmansion.com/blog/bringing-easyocr-to-react-native-executorch-2401c09c2d0c>

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---

Tags: [#machine-learning](https://daily.dev/tags/machine-learning), [#react-native](https://daily.dev/tags/react-native), [#computer-vision](https://daily.dev/tags/computer-vision)

[View this post on daily.dev](https://daily.dev/posts/offline-text-recognition-on-mobile-how-we-brought-easyocr--cmwp6ssil)

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