Alexander creaf Одна інтеллектуальна одиниця @dipetm and Vladimir Iglovikov are happy to announce [#albumentations 0.4.0] 10 new transforms 7 extra transforms got keypoints support 3+ channel images and masks debug mode YOLO bounding boxes speedups etc Read more here: github.com/albu/albumenta…

I am thrilled that image Augmentation library #albumentations that was born out of Kaggle competitions by Alexander creaf Одна інтеллектуальна одиниця Mikhail Druzhinin and Vladimir Iglovikov became a part of the PyTorch ecosystem! pytorch.org/ecosystem

#Albumentations 1.0.0 has been released! New version contains: - 10 new transforms - bug fixes etc See the release notes for details github.com/albumentations… Thanks a lot to core team Vladimir Iglovikov creaf Одна інтеллектуальна одиниця Alexander and everyone who helps improve the library

Version 1.0.0 of the most advanced template for Python projects on GitHub has been released! New generation parameters, updated commands in Makefile, dependencies refactoring. All this happened thanks to feedback from users. Check it now 📈 github.com/TezRomacH/pyth…

#Albumentations 1.1.0 is out! The new release of a fast and flexible library for image augmentation includes new transformations and improvements for the current ones. Thanks to Mikhail Druzhinin Vladimir Iglovikov Одна інтеллектуальна одиниця Alexander and all our contributors. github.com/albumentations…

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New release of the best image augmentations library Albumentations - 1.2.0 - Four new transforms - Improved key points support - Improved documentation - Various bug fixes Stats: - 280k downloads per month - 10.4k stars at GitHub. More details: github.com/albumentations…

#Albumentations 1.3.0 released. Five new transforms and numerous improvements, speedups, and bug fixes. Added bonding box support to the GridDistortion, ElasticTransform, and OpticalDistortion. More info at github.com/albumentations…

Big thanks Roboflow for sponsoring #albumentations at GitHub #opensource needs funding to move forward and any financial contribution provides a lot of value. github.com/sponsors/album…

Release 1.4.1 github.com/albumentations… The main highlight - the MixUp transform, which could be applied to - image - mask - global_label Notebook with the example of the application: albumentations.ai/docs/examples/…

Version 1.4.2 of Albumentations is available. Release Highlights: - New transform - ChromeAbberation. - The MixUp transform can now return the mixing coefficient - Fixed an issue with PadIfNeeded serialization. - Documentation improvements. #imageprocessing #deeplearning

In version 1.4.2, we added the ChromaticAberration transform. Could be helpful in: - High-contrast scenes - Wide apertures photography - Telephoto lens usage - Digital zooming - Underwater and action photography dev.to/viglovikov/chr…

Added Kaggle type gamification to #Python #opensource development. Leaderboard. Top 1.5% (8000 out of 520,000) packages Metric - the number of downloads from Python Package Index in the past 30 days. pypilb.vercel.app

Release 1.4.5 - Now can clip bounding boxes if the extend outside of the image - Added SelectiveChannelTransform that allows applying augmentations to a subset of channels. Useful when working with multispectral images. + a few bugfixes github.com/albumentations…

lightly.ai/post/we-switch… PIL to Albumentations switch doubled Lightly training speed and pushed GPU utilization to 100%