juntang-zhuang / LadderNet

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Requirement

How to run

Parameter defination

Pretrained weights

Results

The results reported in the ./test folder are referred to the trained model which reported the minimum validation loss. The ./test folder includes:

The following table compares this method to other recent techniques, which have published their performance in terms of Area Under the ROC curve (AUC ROC) on the DRIVE dataset.

Method AUC ROC on DRIVE
Soares et al [1] .9614
Azzopardi et al. [2] .9614
Osareh et al [3] .9650
Roychowdhury et al. [4] .9670
Fraz et al. [5] .9747
Qiaoliang et al. [6] .9738
Melinscak et al. [7] .9749
Liskowski et al.^ [8] .9790
orobix .9790
this method .9794