A
albumentations
albumentations-team/albumentations
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
★15.3kstars
Python
MIT
Updated: Today
📋 Project at a Glance
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What's this?Data & Infrastructure project leveraging augmentation and deep-learning, built with Python, open-source
Who made it?Maintained by albumentations-team team, 15.3K⭐ on GitHub, #119 out of 3133 in Data & Infrastructure
Why does it exist?With the growing demand for augmentation and deep-learning in Data & Infrastructure, albumentations-team created albumentations as a streamlined solution.
What can it do?Key use cases: detection, fast-augmentations, image-augmentation
How to install with AI?Use an AI coding assistant (Claude Code, Cursor, Copilot) to automatically set up pip dependencies and virtual env. Follow the README — the AI handles the rest.
🔗 github.com/albumentations-team/albumentations | 官网 https://albumentations.ai
🔗 github.com/albumentations-team/albumentations | 官网 https://albumentations.ai
Topics
augmentationdeep-learningdetectionfast-augmentationsimage-augmentationimage-classificationimage-processingimage-segmentationmachine-learningobject-detectionpythonsegmentation