Image Classification
This video covers image classification in ml5.js 1.0. I demonstrate both the default MobileNet model as well as how to train your own classifier with transfer learning and teachable machine.
ml5 page with documentation and supporting material.
Syllabus for ITP IMA course on Machine Learning.
Original paper on MobileNet.
Repository with the Tensorflow.js MobileNet model.
ImageNet is an image database organized according to the WordNet hierarchy.
Fei-Fei Li's TED talk on ImageNet.
About bias in ImageNet data set.
ml5.js documentation on ImageClassifier.
Google's Teachable Machine.
- Editing
by Mathieu Blanchette
- Animations
by Jason Heglund