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Diagnostic tools and additional visualizations from "What Actions are Needed for Understanding Human Actions in Videos?" ICCV 2017

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Could you explain what the "BND" means ?Thank you !

Could you tell me how to determine the complexity of a category? What is the method? Such as "run" is specific and "take" is confusable. Thank you !