are the filters from conv one that we've initialized from having pre-trained freshly off of imagenet look at all these gorgeous Gabor filters what happens when we when we train this network so we train it on this medical data and well after training it actually looks kind of similar so so maybe that just means that you know these like these kind of Gabor filters are perfect for this medical data okay now let's see what happens when we do the same thing from random initialization so this is what our our network looks like when we