git clone git@github.com:aGIToz/kFineTuning.git
ln -s kFineTuning/flowers17 .
python train.py
cp googlenetLucid.pb googlenetLucid-finetuned-flower17.pb
# Manually set do_finetuning = False in train.py
python train.py
cp googlenetLucid.pb googlenetLucid-default.pb
time cat googlenet-node-names | grep Branch_3_b_1x1_act/Relu | python vis.py googlenetLucid-finetuned-flower17.pb - grid-finetuned
open grid-finetuned.png
# ftp://mokk.bme.hu/User/daniel/tmp/grid-finetuned.png
time cat googlenet-node-names | grep Branch_3_b_1x1_act/Relu | python vis.py googlenetLucid-default.pb - grid-default
open grid-default.png
# ftp://mokk.bme.hu/User/daniel/tmp/grid-default.png
# Manually set weights=None in train.py line InceptionV1(include_top=False, weights=...
# do_finetuning = True again at this point.
python train.py
cp googlenetLucid.pb googlenetLucid-fromscratch-flower17.pb
time cat googlenet-node-names | grep Branch_3_b_1x1_act/Relu | python vis.py googlenetLucid-fromscratch-flower17.pb - grid-fromscratch
open grid-fromscratch.png
# ftp://mokk.bme.hu/User/daniel/tmp/grid-fromscratch.png