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It’s an ML full world! MLKit for Android Devs

Talkat DevFest Ukraine 2018 · 2018-10-12..10-13· [machine-learning, android]
slides:none on file

Demo of Firebase ML Kit shows ready-made vision APIs (text, face, barcode, label, landmark) plus TensorFlow Lite support for custom models; on-device text runs under ~300 ms while cloud OCR takes ~1 s and handles Hebrew, labeling is ~1.5 s on-device vs >3 s in cloud, and cloud accuracy is higher. Built a simple grocery-label reader for an elderly user that converts detected text to UI or speech and it works; note cloud calls become billable after ~1,000/month.

AI-written summary · about

  1. 0:00Start
  2. 13:48Vision library
  3. 19:24Setup Detector
  4. 22:59Cloud
  5. 24:44FirebaseVision Image
  6. 31:14Execute the model
  7. 31:32Process output
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