Android ML Kit Document Scanner: Stop Using Camera Capture for Documents

TL;DR - Why ML Kit Document Scanner Changes Everything Stop building custom camera UIs for document capture. ML Kit Document Scanner gives you a professional, AI-powered document scanning experience with just a few lines of code: ✅ Automatic edge detection - AI finds document boundaries instantly ✅ Perspective correction - Automatically straightens skewed documents ✅ Shadow removal - Intelligent lighting correction ✅ Multi-page support - Scan multiple pages in one session ✅ Quality enhancement - Auto-adjusts contrast and brightness ✅ Minimal code - 10 lines vs 500+ for custom implementation ✅ Small library size - ~3MB vs building from scratch ...

February 14, 2026 · 10 min