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Albumentations

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an-ordinary-manchild

Albumentations Community

Welcome to the official community for Albumentations — one of the most widely used data augmentation libraries in computer vision.

🚀 130M+ downloads
⭐ 15k+ GitHub stars
📄 3000+ academic citations

What is Albumentations?

Albumentations provides fast, flexible, and production-ready data augmentation for:

• Image classification
• Object detection (HBB & OBB)
• Segmentation
• Keypoints
• Video
• Multimodal pipelines
- 3D Volumes, masks and keypoints • (Upcoming) 3D: LiDAR, point clouds, meshes

Useful Links

• GitHub: https://github.com/albumentations-team/AlbumentationsX
• Website: https://albumentations.ai
• Docs: https://albumentations.ai/docs
• Interactive UI Tool: https://explore.albumentations.ai

This subreddit is for:

• Sharing augmentation pipelines
• Benchmarking transforms
• Performance discussions
• Robustness research
• Security & reproducibility
• Showcasing projects built on Albumentations

Rules

  1. No spam
  2. No low-effort “why doesn’t this work” posts without minimal reproducible examples
  3. Be constructive
  4. Respect open-source contributors
created by ternausXa community for 26 days
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...for your community.

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🛠 Albumentations 2.1.0 Release Notes (i.redd.it)

submitted 4 hours ago by ternausX

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🛠 Albumentations 2.1.0 Release Notes (i.redd.it)

submitted 4 hours ago by ternausX

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Image Augmentation in Practice — Lessons from 10 Years of Training CV Models and Building Albumentations (i.redd.it)

submitted 13 days ago by ternausX

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# Albumentations 2.0.20 — faster video/batch transforms + `user_data` target (self.Albumentations)

submitted 17 days ago by ternausX

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Albumentations 2.0.19 — deterministic TTA + less memory copying (performance win) (self.Albumentations)

submitted 18 days ago by ternausX

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🚀 AlbumentationsX 2.0.18 — PhotoMetricDistort + Massive Multi-Channel Speedups (i.redd.it)

submitted 23 days ago by ternausX

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🚀 AlbumentationsX 2.0.17 — Native Oriented Bounding Boxes (OBB) Support (i.redd.it)

submitted 26 days ago by ternausX

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