~/talk

React Native Ignite: Building an AI app

Talkat App.js Conf 2024 · 2024-05-22..05-24· [react-native, machine-learning]
slides:none on file

A working Expo React Native app that scans documents using react-native-mlkit document scanner and Google on-device ML Kit, detects rectangles, crops/rotates, removes shadows and offers a magic-eraser; the module returns a result URI and supports multi-page and gallery import options. The hard math (homographies via a 4x4 matrix) is handled by the library so only a few lines of code are needed. Live demo succeeds on Android (document scanner beta); iOS support is pending.

AI-written summary · about

  1. 0:00Introduction and task
  2. 2:46The document scanning problem
  3. 5:36Mathematical solutions
  4. 10:41Feature creep and challenges
  5. 12:36A better way with ML Kit
  6. 15:11Implementing the scanner
  7. 17:22Live demonstration
  8. 19:19Conclusion and resources
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