You can train on any online datasets you want (perhaps you will even create your own).
In the end, there are 1500 faces images to be classified into two categories: "glasses" and "no glasses".

The metric on the test set is category accuracy.

Marking scheme:
max(your_accuracy_score, your_percentile)