PinnedAlbumentations: XYMaskingExploring the Depths of Image Augmentation with Albumentations: Beyond the Basics”Feb 20, 20243Feb 20, 20243
PinnedThe 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…Dec 20, 20212Dec 20, 20212
Albumentations: 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…Jun 19, 2024Jun 19, 2024
Explore the latest image augmentation library benchmark: Albumentations vs. othersUnveiling performance insights and future benchmark plans for Albumentations and competing libraries.Mar 26, 2024Mar 26, 2024
Albumentations 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.Feb 28, 2024Feb 28, 2024
Decoding JPEGs: OpenCV Falls Behind TensorFlow and torchvision in Speed TestsExploring JPEG decoding speeds: How OpenCV lags behind TensorFlow & torchvision in our latest benchmarks.Feb 26, 2024Feb 26, 2024
Lurking Fear: El Capitan, отчет о восхожденииКак Владимир Игловиков и Антон Карнуп на El Capitan залезлиOct 20, 2023Oct 20, 2023
From Albumentations to Image SearchHow I moved from image augmentations to image search.Aug 10, 2022Aug 10, 2022