Rapid Auto-Scanning Android App Development

Summary
High-Speed document Auto Scanning app on android
The application shall:
Detect page placement automatically
Detect page removal
Detect page flip events
Automatically capture new pages
Prevent duplicate page captures
Support continuous scanning sessions

Performance Requirements
Target workflow:
Page placed
Page stabilizes
Automatic capture
User flips/removes page
System detects change
Next page automatically captured

Target capture latency:
Detection and capture workflow within approximately 100ms after page stabilization


Skills expected

CameraX / Camera2
OpenCV
Image processing
Real-time video analysis
OCR (Tesseract or ML Kit)

Someone who has done such projects with published apps having more than 200K playstore subscribers and more than 4.2 ratings