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Make your app smarter

Talkat droidcon Italy 2019 · 2019-04-04..04-05· [machine-learning]
slides:none on file

Tells whether on-device AI actually runs: HiAI explains running models on an NPU with 25x speedup and 50x lower power, shows model conversion and one‑bit quantization, and publishes encrypted models; demonstrates a model store, an Android Studio plugin and a dev board; claims real‑time rates (about 4,000 images per minute), APIs for face detection, OCR, segmentation and super‑resolution, and free remote device testing four hours per day with automated compatibility and battery/performance reports.

AI-written summary · about

  1. 0:00Intro
  2. 1:24HOW SMART YOUR PHONE IS
  3. 3:07A BETTER USER EXPERIENCE
  4. 4:09REAL TIME AI SEGMENTATION
  5. 4:51A DEDICATED SET OF AL INSTRUCTIONS
  6. 6:02CHALLENGES
  7. 6:40BUILD AN ECOSYSTEM
  8. 7:37HIAI APPLICATION DEVELOPMENT FLOW
  9. 11:13HIAI ENGINE APIS
  10. 12:26IMAGE SEMANTIC SEGMENTATION
  11. 12:59DOCUMENT RECOGNITION
  12. 13:10FACE RECOGNITION
  13. 14:27INTEGRATE A CUSTOM MODEL
  14. 16:27OPEN LABS
  15. 16:46COMPATIBILITY TEST
  16. 17:24PERFORMANCE TEST
  17. 20:55NEXT SUCCESSFUL CASE
  18. 21:46WHAT'S NEXT
  19. 23:43JOIN THE ALLIANCE
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