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Add option to initialize optical flow in RAFT

Open ChristophReich1996 opened this issue 1 year ago • 1 comments

Hi, this pull request adds support to initialize the optical flow to be refined by the RAFT decoder. The current implementation only supports starting from zero optical flow. However, the original RAFT paper also proposes initializing the optical flow, e.g., with the flow prediction of previous frames. This can lead to a faster inference time since fewer iterative refinements are typically needed. This pull request adapts from the original RAFT implementation.

ChristophReich1996 avatar Jul 11 '24 11:07 ChristophReich1996

:link: Helpful Links

:test_tube: See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/vision/8521

Note: Links to docs will display an error until the docs builds have been completed.

:x: 18 New Failures

As of commit ac5eae64dd248f13cc9de3a22cbcfe4688d79fa8 with merge base 8f9d810a26f1e3be97e8ec48a214967accdb9016 (image):

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pytorch-bot[bot] avatar Jul 11 '24 11:07 pytorch-bot[bot]