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SIFT+LightGlue #5

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Fatemehai90 opened this issue Jun 26, 2023 · 8 comments
Closed

SIFT+LightGlue #5

Fatemehai90 opened this issue Jun 26, 2023 · 8 comments

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@Fatemehai90
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Fatemehai90 commented Jun 26, 2023 •
edited

Hello, thank you for publishing the great code. could you please also share the SIFT+LightGlue code?
@Phil26AT
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Hi @Fatemehai90, yes this is on our roadmap and will be released in the next weeks.

@yimelia
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yimelia commented Jul 12, 2023

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

@Parskatt
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@Phil26AT I'm interested too!

@alien19
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alien19 commented Sep 25, 2023

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

@Phil26AT Phil26AT mentioned this issue Oct 19, 2023
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Phil26AT added a commit that referenced this issue Oct 19, 2023
@Phil26AT @sarlinpe
Add SIFT and ALIKED extractors + weights (#75)
29f3e44 
Release of SIFT+LightGlue and ALIKED+LightGlue weights

#5, #51

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Co-authored-by: Paul-Edouard Sarlin <paul.edouard.sarlin@gmail.com>
@Phil26AT
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Hi all, sorry for the delay, but the SIFT weights have been released together with the ALIKED weights now!

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

@Phil26AT
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@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.

@Parskatt
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Cool, thanks!

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6 participants
@yimelia @sarlinpe @Parskatt @Phil26AT @alien19 @Fatemehai90