Mikhail Druzhinin

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

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…

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

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…

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/…

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…

#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…

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…

В Украине война длится почти неделю. Умирает и страдает много невинных людей. В это время в РФ блокируют СМИ. Устанавливайте VPN, читайте и анализируйте новости от разных источников. Войну необходимо срочно остановить! #нетвойне #stopwar

#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 @Dipetm @viglovikov @cvtalks @AlBuslaev and all our contributors. github.com/albumentations…

The new version of our library for fast image generation of people who do not exist was released. x2 Better quality of generated images is here (= python library: github.com/bes-dev/random… training tool: github.com/bes-dev/Mobile… demo video: youtube.com/watch?v=Rewpnz…

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 1.0.0 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 @viglovikov @creaf @cvtalks @AlBuslaev and everyone who helps improve the library

I am thrilled that image Augmentation library #albumentations that was born out of @kaggle competitions by @AlBuslaev @creaf @cvtalks @Dipetm and @viglovikov became a part of the @PyTorch ecosystem! pytorch.org/ecosystem

@AlBuslaev @creaf @cvtalks @dipetm and @viglovikov 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…