This example shows you how to load a pretrained mobilenet model. It has been ported to Scala.js from https://github.com/tensorflow/tfjs-examples/tree/master/mobilenet
The mobilenet used in this example was ported from this Keras pretrained mobilenet model and hosted online for your convenience.
If you want, you can port your own mobilenet model by using the Keras converter script which can be found here.