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evaluation results(mIou) with validation dataset

Open wldeephi opened this issue 6 years ago • 3 comments

hello @fyu , when I run as follows with your released pretrained model: python segment.py test -d ./dataset/cityscapes/ -c 19 --arch drn_d_105 --pretrained output/drn-d-105_ms_cityscapes.pth --phase val --batch-size 1 --ms

it gives the a lower mIou(44%) then your performance,

wldeephi avatar Feb 28 '18 09:02 wldeephi

I think your batch-size is too small

lxtGH avatar Jun 10 '18 16:06 lxtGH

@wldeephi Have you solved the problem? I have tried this pretrained model and got reasonable performance. @lxtGH Evaluation process doesn't need a large batch size.

d-li14 avatar Dec 08 '18 00:12 d-li14

@d-li14 Thanks, I didn't notice the evaluation process. @wldeephi Have you got the correct answer?

lxtGH avatar Dec 10 '18 03:12 lxtGH