#testimonial

Big thanks to abhishek for becoming a sponsor and helping Albumentations financially! Thanks!

🚀 Albumentations 2.0.5 is released 🚀 🔗 github.com/albumentations… - 2.5 speedup of GaussianBlur - Speedups in 10 helper function by CodeFlash team #computervision #python #deeplearning #ML #datascience #imageaugmentation #OpenSource #albumentations #dataaugmentation

📊Albumentations monthly update (February 2025) - 💰 $375 (+$70) in monthly donations - 📈 7.2M (+16.7%) monthly downloads - 🏢 32.3K projects using it - ⭐ 14.6K GitHub stars - 📝 2.4K paper citations #computervision #deeplearning #python #albumentations

#testimonial

@cognition Checked for Albumentations It is very high quality doc: deepwiki.com/albumentations… In documentation that I have at albumentations.ai/docs/ I just claim that we do this and that, which could be outdated and does not provide link to the source of the claim. But here it does.

🚀Albumentations 2.0.6 is released github.com/albumentations… Added Mosaic Transform. Works on image, mask, keypoints, bounding boxes #computervision #python #deeplearning #ML #datascience #imageaugmentation #OpenSource #albumentations #dataaugmentation

Albumentations 2.0.7 is out 🚀 – New: area_for_downscale param (cv2.INTER_AREA for better downscaling) – Support empty mask lists – Fix: ToFloat serialization 🔗 github.com/albumentations… 🔔 albumentations.ai/subscribe/ #CV #DL #PyTorch #Python

Made my first open source contribution today to a ML tool Albumentations with 14.9k stars on GitHub. Daunting at first because of my inexperience, but Vladimir Iglovikov has truly been a great mentor. Hidden gem for anyone wanting to get top-class mentorship in ML/AI.

Albumentations 2.0.8 is out 🚀 – New: area_for_downscale param (cv2.INTER_AREA for better downscaling to RandomSizedCrop and RandomResizedCrop) – Speedups on videos in Dropout and Pad transforms 🔗 github.com/albumentations… albumentations.ai/subscribe/ #CVKMD #DL #PyTorch

📊 Albumentations monthly update (May 2025) - 💰 $275 (+0) in monthly donations - 450(+0.67%) authorized users in UI tool - 5.7M (-12%) in downloads

merve - Albumentations - couldn't live without it when data imbalance occurs - torchvision and supervision

albumentations.ai/blog/2025/02-t…

albumentations.ai/blog/2025/03-t…

Albumentations 2.0.11 release: github.com/albumentations… Can use Pillow for resize. Affected transforms: - Resize - RandomScale - LongestMaxSize - SmallestMaxSize - RandomSizedCrop - RandomResizedCrop - Downscale

Added jupyter notebook on how to use Albumentations in Ultralytics for object detection: by Andrei Alkhouski albumentations.ai/docs/examples/…

Added Project Jupyter notebook that shows how to use Keras V3 with Albumentations for a cat dog classification: albumentations.ai/docs/examples/…

Using LUT for image processing in Albumentations is one of the secrets that makes the library working much faster than torchvision or Kornia. Benchmark: albumentations.ai/docs/benchmark… And upgrading cv2.LUT to strinzgilla by Ash Vardanian made pipelines even faster