fyu / drn

Dilated Residual Networks

Home Page:https://www.vis.xyz/pub/drn

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evaluation results(mIou) with validation dataset

wldeephi opened this issue · 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,

I think your batch-size is too small

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