~/talk

Let's Build a Doppelganger Game!

Talkat NodeConf EU 2018 · on Monday, 2018-11-05· [machine-learning]
slides:none on file

A working doppelganger app gets built using Azure Custom Vision, an Angular front end and Node calling a Bing Image Search API to collect training images, with serverless Azure Functions automating upload and training. The deployed prediction endpoint returns similarity scores (examples: 61% vs 95% or a 60% Arnold / 38% Peter split), accuracy depends on dataset size and quality (recommend at least 50 images per class, realistically thousands), and the demo works but the model is noisy.

AI-written summary · about

  1. 0:00Intro
  2. 0:49What are doppelgangers
  3. 8:39Our goal
  4. 8:57The process
  5. 11:07Creating a new project
  6. 17:36Using Angular
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