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FCOS训练及测试结果问题 about fgd HOT 4 CLOSED

Hwang64 avatar Hwang64 commented on July 17, 2024
FCOS训练及测试结果问题

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Comments (4)

yzd-v avatar yzd-v commented on July 17, 2024

你看一下你学生的config,和现在github代码里的代码是否有区别,因为mmdet升级的缘故,应该把原来的pretrained改掉到backbone的init,我这个代码是修改过的,你可能是clone的之前的config。你这个问题就是resnet50没有正确的加载到学生里去,正常训练下epoch 1的map是33左右

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yzd-v avatar yzd-v commented on July 17, 2024

学生正确load resnet50时的warning应该是这样的,你可以比较下你的log里load res50时的报错
image

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Hwang64 avatar Hwang64 commented on July 17, 2024

如果clone最新的mmdetection及FGD代码,除了readme中提到的替换和增加几个文件之外:

  1. Add the configs/. in our codes to the configs/ in mmdetectin's codes.
  2. Add the mmdet/distillation/. in our codes to the mmdet/ in mmdetectin's codes.
  3. Replace the mmdet/apis/train.py and tools/train.py in mmdetection's codes with mmdet/apis/train.py and tools/train.py in our codes.

请问还有其他需要改动的吗?

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yzd-v avatar yzd-v commented on July 17, 2024

大于2.12的版本,还需要修改这个
image

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