I'm pretty sure this is actually pretrained as a few shot learning model under the hood, so that's a bit hard. For the camera part at least: http://opencv-python-tutroals.readthedocs.io/en/latest/py_tu...

and you could do worse then this https://github.com/fchollet/keras/blob/master/examples/mnist...