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Code and checkpoint for Kubric-VFS-Like baseline #20

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ayshrv opened this issue Apr 19, 2023 · 2 comments
Closed

Code and checkpoint for Kubric-VFS-Like baseline #20

ayshrv opened this issue Apr 19, 2023 · 2 comments

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@ayshrv
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ayshrv commented Apr 19, 2023

Hi all,

I have been working on evaluating the Kubric-VFS-like baseline on the Kubric dataset. Would it be possible for you to provide the evaluation code for Kubric-VFS-Like baseline and the checkpoint used to get those results? And for evaluating on Kubric, was the Kubric-VFS-like baseline also trained on Kubric?

Also, it would be great if you could provide the evaluation code and checkpoint for RAFT as well.

Thanks!

@cdoersch
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Some reference code for the kubric-vfs-like baseline is included in this codebase, although admittedly it isn't very well tested. We don't really plan to maintain it as we believe TAP-Net made this code obsolete. If you change prediction_algo from 'cost_volume_regressor' to 'cost_volume_cycle_consistency' and re-train, the result should approximate the Kubric-VFS-Like from the Kubric paper.

RAFT used code we borrowed from another team, so we will be unable to release this. Sorry about that. However, I believe others have implemented RAFT baselines in public repositories, including TAP-Vid evaluations. See the discussion here: #17

@ayshrv
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ayshrv commented May 4, 2023

Thanks for the info. That is helpful!

@ayshrv ayshrv closed this as completed May 4, 2023
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