~/talk

AI/ML demo derby

Talkat Google I/O 2021 · 2021-05-18..05-20· [machine-learning]

Three concise demos show working pipelines and numbers not promises: a pipeline uses Cloud Video Intelligence API label timestamps plus the Transcoder API overlay injection to produce a “phobia‑safe” video that actually hides detected swans; an Edge TPU/Coral + Vertex AI model exports in TensorFlow Lite, streams simple occupancy counters into BigQuery and Looker; a PDF→audio pipeline runs Vision OCR, classifies paragraphs with AutoML Tables (95% body / 97% garbage accuracy) then calls Text‑to‑Speech to emit MP3s in ~10–15 minutes.

AI-written summary · about

  1. 0:00Start
  2. 0:28Backstory
  3. 1:10Cloud Video Intelligence Api
  4. 1:34The Transcoder Api
  5. 12:40Vision Api
  6. 13:10Use Vision Api
  7. 15:32Evaluation Report
  8. 16:00Text to Speech Api
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