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Smart Angular Elements An Experiment

Talkat ngAtlanta Conf 2018 · on Friday, 2018-02-02· [webassembly]
slides:none on file

An Angular component compiles into a standalone custom element that loads a pre‑trained model snapshot and runs inference in the browser: weights and biases exported from training initialize a local network (trained on the M&S data set), prediction happens on canvas pixel data, and the demo wires sliders and a drawing canvas into Angular Elements via the sensor flow snapshot plus a deep‑learning JS library; it generally works but hits GPU memory pollution and occasional crashes.

AI-written summary · about

  1. 0:00Intro
  2. 0:20Story
  3. 3:30What is Web Components
  4. 4:07What is AI
  5. 5:55Demo
  6. 13:20Neural Network
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