~/talk

ML Kit: Turnkey APIs to use on-device ML in mobile apps

Talkat Google I/O 2021 · 2021-05-18..05-20· [machine-learning]
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Demo shows a pose estimator working with about 12 lines of code and ML Kit now exposes 12 turnkey APIs including new digital ink (300+ languages), entity extraction (11 entity types, 15 languages), selfie segmentation and a 33‑point pose detector with 33‑point skeletal landmarks and z depth. SDK runs on-device, offers custom model swapping via TF Hub / TensorFlow Lite and a standalone SDK (no Firebase), cuts object-detection latency up to 75% on Pixel 3 XL, 62.5% on Pixel 4, and claims use in 40,000 apps / 500M users with model bundle sizes like 6.1 MB for image labeling.

AI-written summary · about

  1. 0:00Introduction
  2. 3:52New APIs
  3. 6:11MLKit SDK
  4. 10:48Recap
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