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May 3, 2026OpenCV to Albumentations: 3x Faster Augmentation Pipeline
Why Your OpenCV Augmentation Loop Is Probably Too Slow I've seen production pipelines...
May 3, 20261 min read0 reactions0 comments
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#albumentations
Albumentations in Medical Imaging: Who Actually Uses It
Albumentations is infrastructure in the medical-imaging / biomedical-imaging ecosystem, not a...
Apr 26, 20269 min read0 reactions0 comments
Albumentations in Geospatial: Who Actually Uses It
Albumentations is infrastructure in the satellite / remote-sensing ecosystem, not a research curio....
Apr 25, 20268 min read0 reactions0 comments
Designing Image Augmentation Pipelines for Generalization
Russian version of this blog post A new augmentation pipeline rarely appears all at once. It starts...
Mar 28, 202655 min read6 reactions0 comments
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Mar 10, 2026Image Augmentation in Practice — Lessons from 10 Years of Training CV Models and Building Albumentations
TL;DR Image augmentation is usually explained as “flip, rotate, color jitter”. In practice it...
Mar 10, 202630 min read12 reactions1 comments
Chromatic Aberration Transform in Albumentations 1.4.2
Albumentations 1.4.2 adds the Chromatic Aberration transform. This feature simulates the common lens...
Mar 20, 20241 min read0 reactions0 comments