korniaMar 29, 2023

🚀Kornia 0.6.11 is out!

🔥Amazing DISK local feature by Michał Tyszkiewicz

(used in #IMC2021-winning solutions)
🔥 Random MedianBlur, RandomSnow, RandomRain augs
✅many 🐞-fixes

📚Release notes:
https://github.com/kornia/kornia/releases/tag/v0.6.11

#computervision #machinelearning #ai #deeplearning #PyTorch #opensource

Release v0.6.11 DISK local features, new augmentations and bugfixes · kornia/kornia

Highlights In this release we have added DISK, which is the best free local feature for 3D reconstruction. (part of winning solutions in IMC2021 together with SuperGlue). Thanks to @jatentaki for t...

GitHub
Dmytro Mishkin 🇺🇦Jan 12, 2023

Now all the evaluated methods are in #IMC2021 leaderboard, you can search for "SuperPoint", or "KP2D", or "LANet" in the "restricted keypoints" category, check visualizations, additional metrics and so on.

https://sigmoid.social/@ducha_aiki/109630657125325284

#computervision #deeplearning

Dmytro Mishkin 🇺🇦 (@[email protected])

A short survey+benchmark of SuperPoint family: - SuperPoint, - eric-yyjau-superpoint, - Reinforced SP by @eric_brachmann et al - KP2D - LANet. tl;dr: original is mostly better then the rest except LANet. They also differ in keypoints they detect. #computervision #deeplearning https://ducha-aiki.github.io/wide-baseline-stereo-blog/2023/01/04/UnsuperPoint-family.html

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