~/talk

Make your mouse move like a human - modern AI directly in web browser

Talkat NDC Sydney 2020 · 2020-08-31..09-03· [web-platform, machine-learning]
links:none on file
slides:none on file

A tiny web playground records mouse trajectories between two checkboxes and trains a model in-browser with TensorFlow.js to predict the next cursor point from current and goal coordinates. About ~200 samples produce a model that reproduces human traits: sparse early points and a concentration of points near target as the cursor nears B. Implementation uses a simple two-layer sigmoid network trained in-browser; results mimic direction and end-stage jitter but remain imperfect and require a larger model and more data.

AI-written summary · about

  1. 0:00Intro
  2. 0:55Motivation
  3. 3:35Demonstration
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