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i think that people doing data-augmentation are really kind of providing evidence like "this thing is like this other thing, and not like this particular thing"
so there's a way of framing data-augmentation as a kind of re-shuffling of categories of knowledge
i.e. heres a person, and they're the same if we rotate them, and so on, so all those images of rotated people are still people
c.f. i just learned that this person is a man, that means all these other people that i didn't know about are men, and that rules out these people being men, etc ...
there's some kind of strong relation here
The text was updated successfully, but these errors were encountered:
i think that people doing data-augmentation are really kind of providing evidence like "this thing is like this other thing, and not like this particular thing"
so there's a way of framing data-augmentation as a kind of re-shuffling of categories of knowledge
i.e. heres a person, and they're the same if we rotate them, and so on, so all those images of rotated people are still people
c.f. i just learned that this person is a man, that means all these other people that i didn't know about are men, and that rules out these people being men, etc ...
there's some kind of strong relation here
The text was updated successfully, but these errors were encountered: