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I can't figure out where some of these labels are supposed to come from. I uploaded a photo and got one label, "assenter" -- i.e., a person who assents; and an
by gwd 7y ago
I can't figure out where some of these labels are supposed to come from. I uploaded a photo and got one label, "assenter" -- i.e., a person who assents; and another one, "psycholinquist". Does ImageNet actually have photos of human beings labelled "assenter" and "psycholinquist"?
- tveita 7y agoImageNet is basically made by doing Google image searches on words from the WordNet database (a structured collection of words and their definitions), and then doing quality control by crowdsourcing. So from Googling "assenter" and asking a bunch of people "here is the definition of an assenter, does this image contain one?", they have 126 confirmed pictures of assenters that can be used to see what a typical assenter looks like. Then the data is used to train a neural network to recognise these classes. Some of these steps may introduce biases.