Alexander

CV/DL

[Alex Kalinin @alxndrkalinin]

Our peer-reviewed open-access Albumentations paper has been published in the special issue Machine Learning in Python @InformationMDPI:
https://t.co/981XYi5MZa

It covers the design considerations, main features, performance, & adoption of Albumentations https://t.co/gd7EE20CoD

[Mapbox @Mapbox]

We’re excited to be on the floor at #CES2020 in some of the most innovative products for automotive, navigation, and interactive experiences. Want to see what’s #builtwithmapbox? Follow this THREAD:

[Alexander @AlBuslaev]

@RyanSLewis07 @AdamVanEtten @CosmiqWorks @Topcoder Still no results for #spacenet5 . It's not a good experience to wait for a month before results are announced. Usually hosts post results and then run all checks. Who don't pass checks - looses his place.

[Alexander @AlBuslaev]

@RyanSLewis07 @Topcoder Hi Ryan, do you plan to host on-line broadcast of this event? On what time? As one of participants I can't wait to see contest results

[Vladimir Iglovikov @viglovikov]

@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: https://t.co/1ghLhMxqdR

[Mapbox @Mapbox]

25 down. 1,599,975 to go. We just gave https://t.co/ehVRKPLMgQ a new look - sharing the stories of 1.6 million developers big and small building with Mapbox. What are you creating? Show us using #builtwithmapbox so we can share your story, too.

[Vladimir Iglovikov @viglovikov]

I would like to announce that @albuslaev @creaf @cvtalks @viglovikov are releasing image augmentation library #albumentations v0.3.0.

To simplify the reproducible #MachineLearning we added load / save to python dictionary, json, and yaml config files.

https://t.co/COFoLh8Olw

[eric gundersen @ericg]

and we're live! Vision SDK launches at the Shanghai Automotive Show https://t.co/qMiWunb85Y <-- deets on SDK features+neural network functionality. Go to https://t.co/pPtQRSrwED to download. Starting building w/ free tier, then only pay for what is used — no commitments necessary

[eric gundersen @ericg]

❤️ Minsk — Рай для программистов https://t.co/iTlSHgJ330

[Kaggle @kaggle]

Bookmark this amazing library of image augmentations 😵 by #Kaggle Masters @AlBuslaev @creaf @viglovikov and @cvtalks | https://t.co/7hTShJvbqZ #resources #machinelearning

[Vladimir Iglovikov @viglovikov]

I would like to announce that @albuslaev @creaf @cvtalks @viglovikov are releasing image augmentation library #albumentations v0.2.0.

The new features are key point transformations, multiple targets of the same type and many other improvements.

https://t.co/jng9RljvPd

[Vladimir Iglovikov @viglovikov]

I would like to announce that after a few months of hard work we (@albuslaev @creaf @cvtalks @viglovikov) are releasing image augmentation library #albumentations v0.1.1 with an extended bounding box support and many other improvements.

https://t.co/TditWXpg8J

[Assert @AssertPub_dev]

"Albumentations: fast and.." is the #1 paper on Arxiv today in computer vision and pattern recognition. Github code (albumen...) supports their results. Congrats @alxndrkalinin @viglovikov. See it at https://t.co/I7BXzpsNl4 + https://t.co/SHYkEofO1t. Please retweet.

[eric gundersen @ericg]

And we’re live! https://t.co/FqmmpE33E8

[Artsiom Sanakoyeu @artsiom_s]

Our paper was accepted as oral at ECCV 2018!

"A Style-Aware Content Loss for Real-time HD Style Transfer"
Artsiom Sanakoyeu*, Dmytro Kotovenko*, Sabine Lang (@lang254) , Björn Ommer

Project page: https://t.co/3TEpKLfSZH
Source code is coming soon.

[dreaming android󠅙󠅗󠅞󠅟󠅢󠅕󠄐󠅠󠅢󠅕󠅦󠅙󠅟󠅥󠅣󠄜󠄐 @pastaraspberry]

Who would compete in challenge knowing that prize is not guaranteed? Data Science Bowl #DataSciBowl is one of the highest profile competitions and winners still haven't received the prize from @nvidia. What a shame
@kaggle, @BoozAllen, @broadinstitute your reputation at stake too

[Vladimir Iglovikov @viglovikov]

https://t.co/Q6U9aSkkaG

I am happy to announce that @AlBuslaev @creaf and I are open-sourcing a library for Image Augmentations.

It is fast. It is diverse. Supports classification, segmentation, detection out of the box. Was used to win a number of #DeepLearning competitions.

[Alex Barth @lxbarth]

"Ultimately, I believe these new SDKs from Mapbox will help usher in the next generation of AR, AI, and Autonomous Vehicle applications." https://t.co/nL9Whiz8gS

[Alex Kalinin @alxndrkalinin]

Angiodysplasia Detection and Localization Using Deep Convolutional Neural Networks: a winning solution for the #MICCAI2017 Endoscopic Vision Challenge
Paper: https://t.co/xCpizTgwn0
#PyTorch code & demo: https://t.co/QcgUvFEK7r
Joint work w/ @shvetsiya @viglovikov @ARakhlin

[Vladimir Iglovikov @viglovikov]

Congratulations to @AlBuslaev Selim Seferbekov and Victor Durnov!

They crashed Satellite Imagery competitions (Urban3d and Spacenet), gave a shot to medical imaging in DSBowl 18 and easily won it!

None of them has Ph.D., but they create State Of The Art models routinely. https://t.co/pTFbsuVKS7