There are ways to improve the situation. Here's one way... Given a text description, sample from the space of /more restrictive/ text descriptions (eg, add adj

There are ways to improve the situation. Here's one way... Given a text description, sample from the space of /more restrictive/ text descriptions (eg, add adjectives) and then draw pictures for those. Then modify the sampling space over more descriptive sentences to equalize on gender or other axes.