~/talk

How Visual AI Makes Testing a Breeze

Talkat Conf42 Machine Learning 2022 · on Thursday, 2022-05-19· [testing, machine-learning]
slides:none on file

Demonstrates replacing brittle element checks with visual AI using apple tools Eyes SDK integrated into a Java + Selenium WebDriver suite (add the com.applitools.i selenium java 3 Maven dependency), taking baseline snapshots and one-line checkpoints that implicitly cover layout, color and content. Exact pixel diffs flag everything but visual AI pinpoints the 10 meaningful differences the demo shows, re-renders snapshots across 10 browser configs and completes parallel checks in 46 seconds with concurrency 5, turning many assertions into a single snapshot call.

AI-written summary · about

  1. 0:00Visual AI in testing
  2. 3:53Traditional vs visual testing
  3. 9:54Visual AI detects changes
  4. 14:32Visual AI vs pixel comparison
  5. 17:25Updating login test snapshots
  6. 23:10Cross-browser snapshots
  7. 27:23When to adopt visual testing
  8. 29:09Summary and call to action
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