~/talk

Spotting and solving everyday problems with machine learning

Talkat Google I/O 2021 · 2021-05-18..05-20· [machine-learning, web-platform]
slides:none on file

An explicit checklist of what gets built and what actually works: an AI-powered family video archive that uploads video to Cloud Storage, triggers the video intelligence API via Cloud Functions, stores transcripts and labels in BigQuery, and reliably finds concrete moments like a Barbie bike, birthday cakes (text read from icing) and first steps via fuzzy text matching; a semantic-search demo using the universal sentence encoder (TensorFlow JS) for headline matching; PDF→speech, auto-dub via Translation + Text-to-Speech, and pose tracking for tennis-serve angles.

AI-written summary · about

  1. 0:00Start
  2. 4:59Understanding Language
  3. 5:30Embeddings
  4. 6:27Semantic Reactor
  5. 7:32Universal Sentence Encoder
  6. 8:04Machine Learning To Convert between Different Data Types
  7. 8:52Image to Text
  8. 11:20Pose Tracking
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