InData Science CollectivebyVladimir Iglovikov·Apr 8Bounding Box Augmentation for Object Detection with AlbumentationsIf you’re new to image augmentation, two earlier posts provide the broader context:A response icon1A response icon1
Kholasultana·May 4, 2025I made one image look like ten different worlds… and my model got smarter because of it.Imagine showing your AI what it’s like to see through rain, under a bright sun, inside a foggy street, or even in sepia like an old movie —…
Issa Hammoud·Feb 24, 2025A Story of Clean Code: An ML Use Case — Part IIThis is the second part of a three-part series diving into the code architecture of my repository: Data Augmentation Benchmark: Optimize…
Issa Hammoud·Feb 8, 2025A Story of Clean Code: An ML Use Case — Part IThis is the first part of a three-part series diving into the code architecture of my repository: Data Augmentation Benchmark: Optimize…
Basil Shaji·Sep 3, 2024Bounding Box & Image Augmentation Using the Albumentations Library for the KITTI Dataset.This documentation outlines the process for resizing all images in a directory from 1920x1080 resolution to any desired size. 😇
Dr. Nimrita Koul·Aug 14, 2024Image Augmentations with Albumentations Python Library -Part2I covered the basics of Image Augmentations with Albumentations Python Library in Part 1 of this blog. This part covers advanced details.A response icon1A response icon1
Dr. Nimrita Koul·Aug 8, 2024Image Augmentations with Albumentations Python Library -Part1Deep neural networks need good quality data in large quantityA response icon1A response icon1
Meera Nair·May 30, 2024Image and Label Augmentation Using AlbumentationsWhile working on image datasets, I often found augmenting images and labels challenging. However, the Albumentations library simplifies…
Vladimir Iglovikov·Mar 26, 2024Explore the latest image augmentation library benchmark: Albumentations vs. othersUnveiling performance insights and future benchmark plans for Albumentations and competing libraries.
Khush Patel·Mar 18, 2024Supercharge Your Computer Vision Projects with Albumentations Library for Custom AugmentationAll in one place of Augmentation for Deep Learning, Classification, Segmentation, Computer Vision including Mask, Bounding Box, KeypointsA response icon1A response icon1
