ResizeMix

  • @qinResizeMixMixingData2020
  • performs random image Cropping and pasting
  • ResizeMix solves the random region Cropping problem that misallocates the output image label in certain cases where the pasted region does not contain any object informa- tion
  • scaling down (scale rate is sampled from a uniform dis- tribution) the selected image completely and past- ing it randomly on the target image
  • modified labels of the output image are always accurate and proportionate to the mixing.