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lliuz / ARFlow

The official PyTorch implementation of the paper "Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation".

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mean EPE value on Sintel

jeffbaena opened this issue · comments

commented

Dear @lliuz,

thanks for your great work. I am testing your networks on Sintel clean.

  • for the checkpoint Sintel/pwclite_raw.tar I get a mean epe of 8.5 px, is it reasonable?
    the size is 448/1024 as recomended
  • for the checkpoint Sintel/pwclite_ar.tar I get ~15 px (this does not seem reasonable)

In the paper you show lower values, but the parenthesis indicate that the network has been trained on that data.

Do you think I might be doing something wrong or my results are reliable to you?

Many Thanks,
Stefano