Kornia's DoG/Hessian now match OpenCV quality, with Astra improving results in one shot

ducha_aiki · x · 2026-09-06

Kornia maintainer duchaaiki reports that the open-source vision library's DoG and Hessian feature detectors now match OpenCV/vlfeat in quality at comparable speed, and a follow-up notes that Astra improved the results further in one shot.

He also candidly noted the earlier work was neither a one-shot Claude job nor fully manual — it took a week of back-and-forth, an honest data point on the real difficulty of AI-assisted open-source contributions.

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