Example of network fine-tuning in pytorch for the kaggle competition Dogs vs. Cats Redux: Kernels Edition
# unzip!
unzip train.zip
unzip test.zip
# prep train directory and split train/trainval
mv train/ catdog
cd catdog
# sanity check
find . -type f -name 'cat*' | wc -l # 12500
find