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Published 20 hours ago • verified publisher icon cvg

SIFT+LightGlue

Open Fatemehai90 opened this issue 1 year ago • 1 comments

Hello, thank you for publishing the great code. could you please also share the SIFT+LightGlue code?

Fatemehai90 avatar Jun 26 '23 12:06 Fatemehai90

Hi @Fatemehai90, yes this is on our roadmap and will be released in the next weeks.

Phil26AT avatar Jun 26 '23 13:06 Phil26AT

Hello, Thanks for this wonderful project, I am also very interested in this question, please let me know if there is anything new

yimelia avatar Jul 12 '23 02:07 yimelia

@Phil26AT I'm interested too!

Parskatt avatar Jul 18 '23 11:07 Parskatt

Hi @Phil26AT I'm interested too in SIFT + LightGlue, is there any news?

alien19 avatar Sep 25 '23 10:09 alien19

Hi all, sorry for the delay, but the SIFT weights have been released together with the ALIKED weights now!

Phil26AT avatar Oct 19 '23 20:10 Phil26AT

@Phil26AT great news! What's the score of the ALIKED version om the benchmarks?

Parskatt avatar Oct 19 '23 20:10 Parskatt

@Parskatt you can find the results on MegaDepth1500 in the glue-factory README: https://github.com/cvg/glue-factory. ALIKED is similar to SuperPoint+LightGlue, SIFT (because of lower repeatability) requires 4K keypoints to achieve similar accuracy. On HPatches, ALIKED+LG seems to be weaker than SuperPoint+LightGlue. Tentative ScanNet1500 results can be found here.

All models tested with 2K keypoints.

Phil26AT avatar Oct 19 '23 21:10 Phil26AT

Cool, thanks!

Parskatt avatar Oct 19 '23 21:10 Parskatt