CV/DL
Joined January 2010
- Tweets 27
- Following 20
- Followers 605
- Likes 13
Photos and videos
Alexander retweeted
24 Feb 2020
Our peer-reviewed open-access Albumentations paper has been published in the special issue Machine Learning in Python @InformationMDPI:
mdpi.com/2078-2489/11/2/125
It covers the design considerations, main features, performance, & adoption of Albumentations albumentations.ai
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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:
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Alexander retweeted
14 Oct 2019
@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/albumentatio…
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25 down. 1,599,975 to go. We just gave mapbox.com/showcase 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.
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Alexander retweeted
26 Jun 2019
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.
github.com/albu/albumentatio…
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Alexander retweeted
17 Apr 2019
and we're live! Vision SDK launches at the Shanghai Automotive Show blog.mapbox.com/vision-sdk-l… <-- deets on SDK features neural network functionality. Go to vision.mapbox.com/install to download. Starting building w/ free tier, then only pay for what is used — no commitments necessary
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Bookmark this amazing library of image augmentations 😵 by #Kaggle Masters @AlBuslaev @creaf @viglovikov and @cvtalks | github.com/albu/albumentatio… #resources #machinelearning
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Alexander retweeted
4 Mar 2019
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.
github.com/albu/albumentatio…
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Alexander retweeted
26 Sep 2018
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.
github.com/albu/albumentatio…
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Alexander retweeted
19 Sep 2018
"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 assert.pub/arxiv/cs/cs.CV assert.pub/papers/1809.06839. Please retweet.
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Alexander retweeted
30 Jul 2018
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: compvis.github.io/adaptive-s…
Source code is coming soon.
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Alexander retweeted
9 Aug 2018
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
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Alexander retweeted
10 Jul 2018
github.com/albu/albumentatio…
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.
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Alexander retweeted
10 Jul 2018
"Ultimately, I believe these new SDKs from Mapbox will help usher in the next generation of AR, AI, and Autonomous Vehicle applications." forbes.com/sites/moorinsight…
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Alexander retweeted
24 Apr 2018
Angiodysplasia Detection and Localization Using Deep Convolutional Neural Networks: a winning solution for the #MICCAI2017 Endoscopic Vision Challenge
Paper: doi.org/10.1101/306159
#PyTorch code & demo: github.com/ternaus/angiodysp…
Joint work w/ @shvetsiya @viglovikov @ARakhlin
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Alexander retweeted
18 Apr 2018
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. x.com/alxndrkalinin/status/9…
17 Apr 2018
Summary of winning solution for @kaggle Data Science Bowl 2018 kaggle.com/c/data-science-bo…
- modified U-Net > Mask-RCNN
- add borders btw cells as targets
- heavy augmentations
- deep encoders: DPN-92, Resnet-152, InceptionResnetV2
- watershed morphology for postprocessing
#dsb2018
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Alexander retweeted
17 Apr 2018
Summary of winning solution for @kaggle Data Science Bowl 2018 kaggle.com/c/data-science-bo…
- modified U-Net > Mask-RCNN
- add borders btw cells as targets
- heavy augmentations
- deep encoders: DPN-92, Resnet-152, InceptionResnetV2
- watershed morphology for postprocessing
#dsb2018
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Alexander retweeted
9 Jan 2018
The flagrant case of discrimination against participants from Russia
@crowdanalytix_q launched the competition with total prize pool $8500 and no opportunity to participate for talented Russian data scientists
bit.ly/2CUxgVD
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