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speedinghzl / DSRG

Weakly-Supervised Semantic Segmentation Network with Deep Seeded Region Growing (CVPR 2018).

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Localization cues

Ferenas opened this issue · comments

commented

HI, I cannot successfully install your module DRFI so I use another code by (https://github.com/playerkk/drfi_matlab), and set the value < 0.06 as background seeds as what you write in the paper. However, I cannot reproduce the same results in your paper, the baseline (only with improved localization cues) in your paper is 52.5 mIou, but I only achieved 50.2% mIOU. btw, did the baseline you achieved not include the expand loss? what's the training hyperparamters in the Table 2? and Can you upload the localization cues with bg and fg please ? Thanks a lot

commented

The baseline does not include expand loss. The training hyperparameters are the same as DSRG (in this repo). The cues have been provided in this repo.

commented

Thanks a lot for your reply!!!

commented

HI, I cannot successfully install your module DRFI so I use another code by (https://github.com/playerkk/drfi_matlab), and set the value < 0.06 as background seeds as what you write in the paper. However, I cannot reproduce the same results in your paper, the baseline (only with improved localization cues) in your paper is 52.5 mIou, but I only achieved 50.2% mIOU. btw, did the baseline you achieved not include the expand loss? what's the training hyperparamters in the Table 2? and Can you upload the localization cues with bg and fg please ? Thanks a lot

hI~could you share experiment details how to generate loc cue file as paper?I tried to reproduce, but my loc cue quality was so bad and cannot get a good segmentation performance. Hope your reply.