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albumentations Series' Articles

Back to Vladimir Iglovikov's Series

Vladimir Iglovikov

Mar 10

Image Augmentation in Practice — Lessons from 10 Years of Training CV Models and Building Albumentations

#computervision #deeplearning #opensource #albumentations

30 min read

Cover image for Designing Image Augmentation Pipelines for Generalization

Vladimir Iglovikov

Mar 28

Designing Image Augmentation Pipelines for Generalization

#deeplearning #opensource #computervision #albumentations

55 min read

Cover image for Bounding Box Augmentation for Object Detection with Albumentations

Vladimir Iglovikov

Apr 8

Bounding Box Augmentation for Object Detection with Albumentations

#deeplearning #computervision #opensource #albumentatations

8 min read

Cover image for Albumentations in Geospatial: Who Actually Uses It

Vladimir Iglovikov

Apr 25

Albumentations in Geospatial: Who Actually Uses It

#geospatial #satelliteimagery #multispectral #albumentations

8 min read

Cover image for Albumentations in Medical Imaging: Who Actually Uses It

Vladimir Iglovikov

Apr 26

Albumentations in Medical Imaging: Who Actually Uses It

#radiology #histopathology #albumentations #medicalima

9 min read