The original dataset includes about 125,000 images with 75,702 for training, 25,200 for developing, and 25,200 for test.
the dataset covers many non-human oriented activities (e.g., rearing, retrieving, and wagging), so we filter out these verbs, resulting in 212 verbs, leaving roughly 60,000 of the original 125,000 images in the dataset.