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It may be more beneficial to train for just body feature recognition instead of skin tone because last I saw, from the neck down women have only so much varianc
by devonkim 10y ago
It may be more beneficial to train for just body feature recognition instead of skin tone because last I saw, from the neck down women have only so much variance across body shapes.
We already have a huge amount of homemade porn by people all across the world, but the dataset is not very well labeled compared to professional mainstream porn and that will impact the research.
In other posts I've seen, generative networks produced biases unrelated to what people consider NSFW such as brighter lip color, so I think restricting features related to anything above the neck or below the knees from impacting the CNNs would be helpful.
- otakucode 10y agoI would be curious to know what these images would look like if it were trained on a corpus including both the dataset used AND a dataset of hand-drawn pornography, including anime and 'cartoony' porn. I'd also be curious to know how often this sort of network would bar educational content. There is an important difference between nudity and pornography. It's a distinction that I would think would be very difficult to train any automated system on, but I am prepared to be surprised.