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NVlabs / wetectron

Weakly-supervised object detection.
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Release of ResNet model mentioned in UFO^2 paper #35

Open AlphaGoMK opened 3 years ago

AlphaGoMK commented 3 years ago

Thanks for your great works : )
As mentioned in your UFO^2 paper, ResNet-50 model perform relative well on COCO wsod task (ECCV paper P11 Table 3.). But the cfg file of ResNet-50 model seems not appear in this repo.
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Is there any schedule to release the resnet-50 model in this repo?

Thx.

AlphaGoMK commented 3 years ago

BTW, is there any plan to release the detailed models of UFO^2 paper?
Like ResNet model on COCO dataset and joint loss (L{T1}, L{T2}) of the bbox supervision etc.

Thanks in advance.

jason718 commented 3 years ago

To support the ResNet-based models is on our list, but we don't have a time for that. Which specific model are you looking for? Supervised ResNet-50 as in UFO paper?

AlphaGoMK commented 3 years ago

To support the ResNet-based models is on our list, but we don't have a time for that. Which specific model are you looking for? Supervised ResNet-50 as in UFO paper?

Could you release the configuration file of ResNet-50 model on COCO dataset, Like box-supervised ResNet-50 model on COCO?

Cuz I've noticed only WSOD loss (RoIRegLoss) was implemented in this repo, but the detailed implementation of T2 loss mentioned in UFO paper is still quite unclear. How to construct the target of det_score(s^d) ? Would you like to provide the sample codes of how Loss T2 is calculated.

Thanks in advance !