Hard negative mining for every class?


If anyone has experience in experimenting with hard negative mining in say object detection, I need some insight on its implementation:

  1. Should it be applied on background only?
  2. Can it be applied on every object class? If yes, how do we decide the top-k threshold for every epoch?