Tensorflow.JS

MobileNet1.0.0

MobileNets are models parameterized to meet the resource constraints of a variety of use cases. They can be built upon for classification, detection, embeddings and segmentation.

One could use mobilenet pretrained models using tf.js as given here

Upload image to classify using mobilenet