This demo uses the pretrained MobileNet_25_224 model from Keras which you can find here. It is not trained to recognize human faces. For best performance, upload images of objects like piano, coffee mugs, bottles, etc.
You can also look at the list of all available classes.
Scala Sources of this demo. Original JS sources.