~/talk

The Web is AI Ready—maximize your AI web development with WebNN

Talkat Microsoft Build 2024 · 2024-05-21..05-23· [web-platform, machine-learning]
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WebNN ships as a dev preview that runs AI inference on CPU GPU and NPU in browsers and PWAs and plugs into frameworks like ONNX Runtime Web as an execution provider. Benchmarks claim about >80% of native performance (CPU ~93% across 15 models GPU ~83% across 26 models NPU >80%). Live demos show image segmentation in ~30–40 ms stable diffusion in ~2 seconds object detection >100 FPS on NPU and real time offline speech to text. Available in Edge and Chrome dev channels.

AI-written summary · about

  1. 0:00Introduction to WebNN
  2. 1:14The case for local AI
  3. 2:59WebNN technical overview
  4. 4:44Performance and capabilities
  5. 6:30Demonstrating AI on the web
  6. 8:20NPU and real-world apps
  7. 11:28Industry standard and scale
  8. 13:27Getting started with WebNN
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