Comment by rfoo

> Wikipedia demonstrated that crowdsourced data can be pretty competitive.

The problem is DL is really sensitive to dirty data, disproportionately so.

At $DAYJOB once we cleaned the dataset, removed a few mislabeled identity/face pairs (very few, about 1 in 1e4) and the metrics goes up a lot.