I wonder how large your dataset has to be for this to be useful. You can get by with small datasets in some fields (i.e. retraining the last layer of Mobilenet,

I wonder how large your dataset has to be for this to be useful. You can get by with small datasets in some fields (i.e. retraining the last layer of Mobilenet, you can get good results with 200 annotations), I'd be interested to see how useful this is there.