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Gpu implementation about opensfm HOT 6 OPEN

mapillary avatar mapillary commented on May 22, 2024 1
Gpu implementation

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Comments (6)

paulinus avatar paulinus commented on May 22, 2024

Best fit for GPU is feature extraction and matching. For this, calling opencv's implementation is what would make more sense. There is no python API for that yet AFAIK.

BA is probably too ambitious

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edgarriba avatar edgarriba commented on May 22, 2024

Last week I received a couple of GPUs, I'll try to make a Python wrapper to use it in csfm.c

By now, in cudafeatures2d are only available ORB and BruteForce matching.
http://docs.opencv.org/master/d6/d1d/group__cudafeatures2d.html#gsc.tab=0

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gateway avatar gateway commented on May 22, 2024

I wanted to see if their was any updates on adding gpu support to this? See other discussion over at Open Drone Map to figure out if processing can be accelerated with GPU/s . OpenDroneMap/ODM#92 (comment)

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theomessin avatar theomessin commented on May 22, 2024

Any sort of update on this?

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5y avatar 5y commented on May 22, 2024

Hello, Is there any GPU feature yet ?

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YanNoun avatar YanNoun commented on May 22, 2024

A tentative GPU branch is pending for merge here : #623

Wasn't yet merged, as the speed-up wasn't dramatic compared to multithreaded CPU. More detailed comparison on > 20K features might prove it is maybe faster, but for now, multi-threaded CPU still wins.

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