ml5.js - Friendly machine learning for the web
summary
ml5.js is an open-source JavaScript library that wraps TensorFlow.js models into a tiny API so creative coders can run PoseNet, HandPose and FaceMesh in the browser from a single script tag; a face keypoint demo runs in about 35 lines of code using p5.js and a webcam. It supports Teachable Machine‑style transfer learning and in‑browser training via a neuralNetwork, powers classroom and gallery installations, and now experiments with transformers.js backends and time‑series gesture recognition.
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chapters (7)
- 0:00Introduction
- 1:28What is ml5.js
- 4:03History of ml5.js
- 6:09Art with ml5.js
- 9:18Browser ML for artists
- 11:51Training models in ml5.js
- 12:58Future directions
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