~/talk

Android Vision: Detecting Everything from Faces to Barcodes

Talkat DevFestMN 2016 · on Saturday, 2016-02-06· [android]
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Google’s Mobile Vision APIs (introduced in version 7.8) actually expose only face and barcode APIs; barcode objects can return calendar/contact/URL/Wi‑Fi data. Implementation uses static bitmaps or a camera pipeline; static barcode detection is reliable but live camera scanning often fails (lighting, autofocus), while face detection is robust even on infant photos. Landmarks depend on the yaw angle and require Accurate mode to see ears; enabling tracking gives stable numeric IDs but not recognition, and alternatives are OpenCV (powerful, heavy) or ZXing/ZBar (lighter barcode libraries).

AI-written summary · about

  1. 0:00Start
  2. 1:38Mobile Vision API
  3. 3:39Barcode Object
  4. 4:08Static vs. Dynamic Detection
  5. 12:35Processor Pipeline
  6. 17:01Camera Demo
  7. 18:15Static Images
  8. 19:58Static Image Demo
  9. 23:13Initial Code
  10. 26:38Landmarks
  11. 29:55Euler-Y and Z Angles
  12. 34:35Classifications
  13. 36:35Multiple Faces
  14. 37:53Face Tracking
  15. 40:19Alternatives
  16. 42:39Resources
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