No pth checkpoint for HRSOD
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Hello, thank you for your work, can not find pretrained weights for Sailent Object Detection, the gdrive contains only checkpoints for DIS and COD. Could you please provide well-trained weights on HRSOD too.
Sure. But as I mentioned in README, I've been recently re-training my model on only a single A100-40G card.
And training in HRSOD actually costs the most computation, since there are many settings and more images. It's still in training. But I just got the final results in the setting of using DUTS (D) as the only training set. Well-trained weights and predicted maps are being updated in google-drive, you can download them in 10 mins. And results are even better than the previous ones, which I will update in the next version of our paper:
+----------+-----------+----------+-------+--------+------+-------+--------+-----------+-------+-------+------+
& Dataset & Method & Smeasure & maxFm & meanEm & MAE & maxEm & meanFm & wFmeasure & adpEm & adpFm & HCE &
+----------+-----------+----------+-------+--------+------+-------+--------+-----------+-------+-------+------+
& DAVIS-S & tm--ep110 & .965 & .964 & .983 & .008 & .992 & .937 & .937 & .975 & .905 & .000 &
& DUT-OMRON & tm--ep110 & .870 & .820 & .884 & .043 & .892 & .806 & .797 & .884 & .795 & .000 &
& TE-DUTS & tm--ep110 & .938 & .932 & .956 & .020 & .965 & .912 & .910 & .937 & .871 & .000 &
& TE-HRSOD & tm--ep110 & .956 & .956 & .973 & .014 & .982 & .936 & .929 & .963 & .911 & .000 &
& TE-UHRSD & tm--ep110 & .932 & .935 & .946 & .028 & .954 & .921 & .906 & .925 & .890 & .000 &
+----------+-----------+----------+-------+--------+------+-------+--------+-----------+-------+-------+------+thank you very much