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Published 20 hours ago • verified publisher icon hyangwinter

pertained model

Open dogyoonlee opened this issue 4 years ago • 3 comments

Can pertained model be applied to kitti dataset?

dogyoonlee avatar Jul 23 '20 07:07 dogyoonlee

No, the data distributions of these two datasets are very different. If you do this, the result will get a big performance loss. You should retrain this model on KITTI.

hyangwinter avatar Jul 23 '20 08:07 hyangwinter

@hyangwinter could you explain the reason why the generalization of this model is not good for kitti? In the flownet3d paper, they seem to have a well generalization on the KITTI even without re-train. Is it due to your implementation?

Haiyan-Chris-Wang avatar Aug 11 '20 02:08 Haiyan-Chris-Wang

Well, I have not tested this model on the KITTI dataset. If you are interested, you can refer to the official implementation to replace FlyingThings3D dataloader with KITTI dataloader.

hyangwinter avatar Aug 12 '20 07:08 hyangwinter