Neurotoken News

People often cite AI’s ability to buff up current technology, databases, education, transportation, and relevant jobs in the tech sector. But what about those applications that might slip past people’s minds? Sustainability has become a hot topic recently with many companies following the greener path, is it possible to save the planet using Neuromation technologies? Find the answer in our latest article. https://medium.com/neuromation-io-blog/ai-and-deep-learning-are-the-keys-to-unlocking-the-future-of-environmental-sustainability-345f93a57ec5

Every year, traffic accideaccount for 2.2% of deaths across the globe. That stacks up to roughly 1.3 million a year--or 3,287 a day. On top of this, some 20-50 million people are seriously injured in auto-related accidents each year. The root of these accidents? Human error.

Computer vision in transportation opens up another exciting avenue for Neuromation’s application and development. With our advanced image recognition technology, we have all the tools in place to disrupt the automotive industry and make it safer for the world of tomorrow. Read more in our Medium blog!

https://medium.com/@Neuromation/how-computer-vision-can-change-the-automotive-industry-b8ba0f1c08d1

We continue to introduce to the world Neuromation team’s own scientific discoveries. Today, we are presenting our very own Kaggle master, Alexander Rakhlin! Alexander is a deep learning guru specializing in problems related to medical imaging. Alexander’s paper, Pediatric Bone Age Assessment Using Deep Convolutional Neural Networks (a joint work with Vladimir Iglovikov, Alexander Kalinin, and Alexey Shvets), has been accepted for publication at the 4th Workshop on Deep Learning in Medical Image Analysis (DLMIA 2018)! This is not the first paper on medical imaging under Neuromation’s banner, and this is a great opportunity to deep dive into some details of this field. Much like our previous post on medical concept normalization, this will be a serious and rather involved affair, so get some coffee and join us! https://medium.com/neuromation-io-blog/neuromation-research-pediatric-bone-age-assessment-with-convolutional-neural-networks-ad539ffb671f

We’re very proud of our scientific team! Three papers have been accepted to the DeepGlobe workshop at the top computer vision conference, CVPR 2018 are now published online. Read about the technologies behind Neuromation Platform.

Land Cover Classification From Satellite Imagery With U-Net and Lovasz-Softmax Loss

http://openaccess.thecvf.com/content_cvpr_2018_workshops/papers/w4/Rakhlin_Land_Cover_Classification_CVPR_2018_paper.pdf

Land Cover Classification With Superpixels and Jaccard Index Post-Optimization

http://openaccess.thecvf.com/content_cvpr_2018_workshops/papers/w4/Davydow_Land_Cover_Classification_CVPR_2018_paper.pdf

Building Detection From Satellite Imagery Using a Composite Loss Function

http://openaccess.thecvf.com/content_cvpr_2018_workshops/papers/w4/Golovanov_Building_Detection_From_CVPR_2018_paper.pdf