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Neuromation

(Network)
Distributed synthetic data platform for deep learning applications.

Token Sale Info:

  • Ticker: NTK
  • ICO Start: January 7th, 2018
  • ICO End: February 15th, 2018
  • ICO Token Price: 1 ETH = 1,000 NTK
  • Bonus: Yes
  • Token Type: ERC20
  • Accepts: ETH
  • Tokens For Sale: 70%
  • Hard Cap: 200,000 ETH

Additional Links:


Additional Info:

The Neuromation Platform will use distributed computing along with blockchain proof of work tokens to revolutionize AI model development.

The revolution is long overdue: deep learning employs artificial neural networks of extremely large capacitance and, therefore, requires highly accurate labeling. Collecting large datasets of images, text and sound is easy, but describing and annotating data to make it usable has traditionally been challenging and costly. Crowdsourcing was applied to the problem of dataset creation and labeling a few years ago, employing large numbers of humans to correct mistakes and improve accuracy. It proved slow, expensive and introduced human bias. Besides, there were tasks that humans simply could not do well, such as estimating distances between objects, quantifying lighting in a scene, accurately translating text, and so on.

We propose a solution whose accuracy is guaranteed by construction: synthesizing large datasets along with perfectly accurate labels. The benefits of synthetic data are manifold. It is fast to synthesize and render, perfectly accurate, tailored for the task at hand, and can be modified to improve the model and training itself. It is important to note that real data with accurate labels is still required for evaluating models trained on synthetic data, in order to guarantee acceptable performance at inference time. However, the amount of validation data required is orders of magnitude smaller than training data!


Team:

Maxim Prasolov

CEO

About:

As a multimedia producer during 2001 – 2017 Maxim has produced more than 50 animated commercials, 3D-movies, commercial and industrial applications, computer games. Worked with international retail and industrial brands such as Unilever, Yukos, TPE, Metro Cash&Carry, Severstal Group, Ferrexpo, commercial banks, investment and insurance companies.

LinkedIn

Fedor Savchenko

CTO

About:

Fedor has more than 20 years of experience leading complex software development projects with emphasis on computer graphics, 3D engines, CGI production and VR environments. He holds degrees in both mathematics and graphic design.

LinkedIn

Sergey Nikolenko

Chief Research Officer

About:

Researcher in the field of machine learning (deep learning, Bayesian methods, natural language processing and more) and analysis of algorithms (network algorithms, competitive analysis), Sergey has authored more than 120 research papers, several books, courses “Machine learning”, “Deep learning”, and others.

LinkedIn

Constantine Goltsev

Investor / Chairman

About:

Serial entrepreneur and online advertising industry veteran, Constantine has more than 20 years of experience in software and product development. He is the former CEO and founder of the pioneering video advertising network AdoTube, which grew from humble beginnings to 200 employees selling in 23 markets with 13 offices worldwide.

LinkedIn

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Twitter Feed:

15 hours ago
#Robotics has emerged as one of the most exciting use cases for AI, with #labs specializing in the combination of robotics and #AI research springing up at corporations and universities all over the world. Read more in our latest article by Angus Roven! https://t.co/fHZxBUkUv8
3 days ago
Yet another paper by #Neuromation Researcher, Alexander Rakhlin, entitled Pediatric Bone Age Assessment Using Deep Convolutional #NeuralNetworks. It has been accepted for presentation at the 4th #DeepLearning in Medical #ImageAnalysis Workshop in Granada. https://t.co/A83TjJv8Ao
6 days ago
Great news from the scientific team this week! #Neuromation #researchers are attending ICML 2018, 1 of the 2 largest and most important conferences in #MachineLearning, sharing our research and latest achievements with the #scientific community! https://t.co/QooQYbRqCT
7 days ago
Our new #website is live! Check out the updated version for the entire #AI community, #developers, and #scientists. Reimagine AI with us! https://t.co/qdYuRnkX9V #Neuromation
1 week ago
Using #Twitter to learn about people's symptoms and side effects? This sounds unreal. Read more to learn how exciting #deeplearning is, and what great potential it has in such an important aspect of life – our #health! https://t.co/Y9Vral2Q0V #Neuromation

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