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Quick and Robust Data Augmentation with Albumentations Library
Submission navigation links for Knowledge Base Resources
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Submission information
Submission Number:
21
Submission ID:
150
Submission UUID:
42ef3cd3-99c6-4a1a-b380-c6780f263c5e
Submission URI:
/form/resource
Created:
Fri, 05/14/2021 - 23:57
Completed:
Sat, 05/15/2021 - 00:10
Changed:
Fri, 08/25/2023 - 10:41
Remote IP address:
217.138.198.182
Submitted by:
Andrew Cheng
Language:
English
Is draft:
No
Webform:
Knowledge Base Resources
Approved
Yes
Title
Quick and Robust Data Augmentation with Albumentations Library
Category
Tool
Tags
deep-learning
,
python
Skill Level
Advanced
Description
Data augmentation is a crucial step in the pipeline for image classification with deep learning. Albumentations is an extremely versatile Python library that can be used to easily augment images. Transformations include rotations, flips, downscaling, distortions, blurs, and many more.
Citation:
Buslaev A, Iglovikov VI, Khvedchenya E, Parinov A, Druzhinin M, Kalinin AA. Albumentations: Fast and Flexible Image Augmentations. Information. 2020; 11(2):125. https://doi.org/10.3390/info11020125
Link to Resource
https://github.com/albumentations-team/albumentations