PinnedVladimir IglovikovAlbumentations: XYMaskingExploring the Depths of Image Augmentation with Albumentations: Beyond the Basics”9 min read·Feb 20, 2024--3--3
PinnedVladimir IglovikovThe birth of AlbumentationsI would like to talk about Albumentations, an open-source library for image Augmentations. An explanation of how it was born and evolved…17 min read·Dec 20, 2021--2--2
Vladimir IglovikovAlbumentations: June 2024 benchmarkOnce in a while we run benchmark that serves as a profiler. If for a given transform another library is few times faster => it is possible…3 min read·2 days ago----
Vladimir IglovikovExplore the latest image augmentation library benchmark: Albumentations vs. othersUnveiling performance insights and future benchmark plans for Albumentations and competing libraries.3 min read·Mar 26, 2024----
Vladimir IglovikovAlbumentations Outpaces torchvision, Keras, and imgaug: A Drastic Leap in Image Augmentation SpeedIn machine learning, Discover how Albumentations accelerates image processing, significantly outperforming other popular libraries.4 min read·Feb 28, 2024----
Vladimir IglovikovDecoding JPEGs: OpenCV Falls Behind TensorFlow and torchvision in Speed TestsExploring JPEG decoding speeds: How OpenCV lags behind TensorFlow & torchvision in our latest benchmarks.5 min read·Feb 26, 2024----
Vladimir IglovikovLurking Fear: El Capitan, trip reportThis text in Russian25 min read·Oct 22, 2023----
Vladimir IglovikovLurking Fear: El Capitan, отчет о восхожденииКак Владимир Игловиков и Антон Карнуп на El Capitan залезли23 min read·Oct 20, 2023----
Vladimir IglovikovFrom Albumentations to Image SearchHow I moved from image augmentations to image search.6 min read·Aug 10, 2022----