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low map

Open yzk-lab opened this issue 4 years ago • 3 comments

dear ming:why my map is lower than your result?i follow your steps to operate on HRSC2016 dataset.what's the problem with my result? can you direct ?thanks. image

yzk-lab avatar Mar 19 '21 11:03 yzk-lab

hello, have you find out the way to solve the problem? i meet it too.

Xinbo-01 avatar Apr 17 '21 02:04 Xinbo-01

Sorry, I don't know what's wrong with your code without more details. I've achieved the mAP of 82+ with the following settings:

  • lr=0.0002(adam),
  • bs=4,
  • size=800,
  • epoch=100,
  • dataaugment ,
  • single-scale training and testing

ming71 avatar Jun 06 '21 05:06 ming71

如果还是不行可以试试这个模型:https://github.com/ming71/Cascade-Rotated-RetinaNet, 加了box refinement,对参数更加鲁棒,只要设置不太离谱可以上86+

ming71 avatar Jun 06 '21 05:06 ming71