Marco Castelluccio

Closing for lack of response. Feel free to reopen if you still intend to work on this in the future.

Sure!

ping @poush

What exactly did you do in the pretrain.py case?

Also, could you try using rmsprop instead of sgd?

> Also, could you try using rmsprop instead of sgd? Actually, both, to compare exactly their results.

> I set target_size=(48,48) in utils.py/load_image, then ran my notebook with !python3 pretrain.py -n=vgg16 -o=sgd OK. So, pretrain.py is meant to only pretrain the network. In theory, we should first...

This explains it all: https://github.com/marco-c/autowebcompat/blob/master/pretrain.py#L58 The goal of the classifier in the pretrain case is to detect when two screenshots belong to the same website.

Not bad! We should improve the labeling to have better/more precise results

Sure!