"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/moorinsi…

github.com/albu/albumenta… I am happy to announce that Alexander 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.

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 (Sabine Lang) , Björn Ommer Project page: compvis.github.io/adaptive-style… Source code is coming soon.

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, Booz Allen Hamilton, Broad Institute your reputation at stake too

And we’re live! vision.mapbox.com

"Albumentations: fast and.." is the #1 paper on Arxiv today in computer vision and pattern recognition. Github code (albumen...) supports their results. Congrats Alex Kalinin Vladimir Iglovikov. See it at assert.pub/arxiv/cs/cs.CV + assert.pub/papers/1809.06…. Please retweet.

I would like to announce that after a few months of hard work we (@albuslaev creaf Одна інтеллектуальна одиниця Vladimir Iglovikov) are releasing image augmentation library #albumentations v0.1.1 with an extended bounding box support and many other improvements. github.com/albu/albumenta…

I would like to announce that @albuslaev creaf Одна інтеллектуальна одиниця Vladimir Iglovikov 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/albumenta…

Bookmark this amazing library of image augmentations 😵 by #Kaggle Masters Alexander creaf Vladimir Iglovikov and Одна інтеллектуальна одиниця | github.com/albu/albumenta… #resources #machinelearning

❤️ Minsk — Рай для программистов mapbox.by

and we're live! Vision SDK launches at the Shanghai Automotive Show blog.mapbox.com/vision-sdk-lau… <-- 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

I would like to announce that @albuslaev creaf Одна інтеллектуальна одиниця Vladimir Iglovikov 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/albumenta…

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.

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…

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:

Our peer-reviewed open-access Albumentations paper has been published in the special issue Machine Learning in Python Information MDPI: mdpi.com/2078-2489/11/2… It covers the design considerations, main features, performance, & adoption of Albumentations albumentations.ai

Summary of winning solution for Kaggle Data Science Bowl 2018 kaggle.com/c/data-science… - 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

Congratulations to Alexander 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/…

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/angiod… Joint work w/ Alexey Shvets Vladimir Iglovikov Alexander Rakhlin 🐩