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Why not crowdsource the tagging?

• devonkim 10y ago
  In the data I've scraped in my own nsfw programming work there's a great deal of bad tags with content out there. xvideos is a great example of crowdsourcing that has horrible error rates.
  • rightsForRobots 10y ago
    Yes even within a particular video there are lots of frames where the act is implied not directly shown, like a close-up of others faces. Karpathy et al. showed they could still learn from the sports video database even with random crowd shots or announcer shots not being removed. I think the quality for the data influences the result and hand crafting the dataset is what lead to 95% accuracy on new instances.