iNaturalist is a website that crowdsources pictures of plants and animals to help identify species. Its tagline is “A Community for Naturalists.” iNaturalist is administered by its own small charit…
It is my understanding that the advances in classifier models were and are inexorably linked to generative models. Wasn’t Deepdream a fairly crude inversion of existing classifier models?
You’re totally misunderstanding the context of that statement. The problem of classifying an image as a certain animal is related to the problem of generating a synthetic picture of a certain animal. But classifying an image of as a certain animal is totally unrelated to generating a natural-language description of “information about how to distinguish different species”. In any case, we know empirically that these LLM-generated descriptions are highly unreliable.
It is my understanding that the advances in classifier models were and are inexorably linked to generative models. Wasn’t Deepdream a fairly crude inversion of existing classifier models?
You’re totally misunderstanding the context of that statement. The problem of classifying an image as a certain animal is related to the problem of generating a synthetic picture of a certain animal. But classifying an image of as a certain animal is totally unrelated to generating a natural-language description of “information about how to distinguish different species”. In any case, we know empirically that these LLM-generated descriptions are highly unreliable.