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Its taking me very long to computer keypoints and descriptors of a single image #5

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Pager07 opened this issue Feb 17, 2020 · 4 comments
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@Pager07
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Pager07 commented Feb 17, 2020

My question is basically the title. Is this how it's supposed to be?

@rmislam
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rmislam commented Feb 19, 2020

Thanks checking out the code and for raising your issue. Yes, it's slow. It will probably take at least a minute for most images. It's not meant for speed -- it's meant for learning how SIFT works. We can add multithreading to parallelize computations for each keypoint, but it may reduce the code's clarity. I'll think about a clean way to speed things up, so I'll leave this issue open for now.

@rooseveltrp
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Can you add support for GPU computing? Is that possible?

@rmislam
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rmislam commented Apr 27, 2020

@rooseveltrp I can certainly take a look. Let me try it out and get back to you.

@rafis
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rafis commented Jul 27, 2020

Research version and speed optimized production version. But please keep research version.

@rmislam rmislam self-assigned this Jul 29, 2020
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