DBRAIN - The blockchain platform to collectively build AI Apps

 

Dbrain is an open blockchain platform that links crowdworker scientists and data that allows them to convert raw data into real-world AI solutions. Ravens perform simple tasks to label and validate data, and are immediately paid for in their work crypto. Data scientists use the resulting dataset to train Neural Networks (NN) and build AI applications. Businesses use existing AI solutions or define new ones to meet their specific needs. Dbrain automates AI production and data workflows by providing an efficient tool for all parties, including web apps, Telegram bots, and mobile apps.

Blockchain technology helps us meet many AI challenges today. Using our existing commercial computing infrastructure, we can build an affordable and scalable toolkit to develop, integrate, and deploy AI applications.

At present, the most important practical challenges for widespread AI adoption are the lack of high-quality datasets, unreliable data security and unreliable data quality, and the general lack of framework owned by all interested in AI production.

Security and trust

 Sharing sensitive data with third parties, and even internal developers, poses a particular security risk. AI developers can replicate third party software in a very short period of time when given access to other people's data. Labeled data, not software, is a sustainable barrier for many businesses. The data owner loses revenue when the dataset is leaked to a third party.

Dbrain protects the interests of data owners and prevents leakage at all stages of AI application development. No matter who uploads data on the platform, the Protocol for Indirect Indirect Access to Data Repositories (PICARD) protects AI databases and AIA applications hosted on the platform. It also allows data scientists to train AI models using datasets without downloading them, and to sell AI solutions to business clients in the future. This protocol ensures security and trust in the Dbrain community with respect to data access control and award distribution.

The crowd supplies are abundant

 

In the 10 largest developing countries, the number of internet users is almost 2 billion; With almost 50% technology penetration, the online population is growing rapidly. The number of internet users in these countries is greater than that of all other countries. At the same time, the World Bank estimates that there are about 2 billion people who have no wealth in the world. Clearly, internet connectivity reaches developing countries much faster than the banking system, and many people connected to the internet are still excluded from the global financial system. Cross-border payments through banks are expensive, slow, and location dependent. Cryptocurrencies can solve this problem by reaching out to anyone connected to the internet.

The online crowd supply is abundant globally. The World Bank estimates that by 2013, the total amount of straw supply is $ 239 billion, while market demand in 2016 is $ 4.8 billion or 50 times less than the supply of labor. Only demand limits market growth.

Global job automation trends and widespread Internet penetration in emerging markets accelerate the transformation of the classic employment model into an online work model, which is divided into small, well-defined tasks, most of which require no special expertise. Many people in developing countries are willing and able to do simple jobs because less than the employers of the developed countries are currently paying to their workers. However, compared to local wages, workers can still earn significantly more by working in many places online. The only missing link to connect the two parties in this win-win game is an efficient channel for job, payment, and job validation.

Dbrain is the channel for labeling AI data. We see this situation as a blue ocean opportunity that allows us to build and control most of the market rather than fight for market share. Our platform will meet exploding demand for human-labeled data and APIs in human circles. We will provide better revenue for the people who need it most and improve their quality of life, while also managing to reduce the cost of data labeling for our customers.

Platform

Dbrain is an open blockchain platform for converting raw data into real-world AI solutions. We make AI accessible to businesses and allow anyone to earn money for their business.



This platform automates most data preparation and human-in-circle workflows. It provides labeling tools and user-friendly tools based on unique web applications and Telegram bots. The internal blockchain and cryptocurrency protocols ensure fair transparency and revenue distribution among all stakeholders.

Product

 

The Dbrain web app integrated with Ethereum (DApp) allows every Internet user to do a task, get Crypto and pull it with a single click. Telegram bots for data labeling and simple task validation gave us access to crowdworker viewers with the most unimaginable friction. Our upcoming mobile app will provide a user interface for complex tasks on smartphones and tablets and enables to collect special data from crowdworkers workers.

We will release our UI framework publicly, so developers and businesses can create tasks and customize them to their specific needs at their discretion. The web app integrates with Ethereum and allows users to withdraw or store funds instantly and verify transactions from our personal blockchain.

Then in 2018, we will release our data science computing tools and present them publicly as Jupyter notebooks with all modern ML libraries and tools and connections to our data.

web app

 

The Dbrain web app integrated with Ethereum (DApp) provides an intuitive tool for data labeling and validation tasks for crowdworkers workers. The complex user interface allows the crowdworker to perform advanced tasks, such as image labels for classification and regression, object annotations with bounding boxes and segmentation masks.

Telegram bot

 

Telegram Bot is ideal for simple labeling and image validation tasks. Anyone with an Internet-connected device can label data and instantly receive payments with Dbraincoin. Smartphones are more accessible and widespread in developing countries than laptops, while high internet penetration, which gives us an advantage in accessing workers in the region.

Dbrain's team is the best in building AI chatbot apps. We have applied previous experience to build Icon8 chatbot on data labeling issues and create new Dbrain Bot on Telegram platform.

ROADMAP

Q3 2017- Evidence of concept and research phases to determine the need for a collective AI development tool
Team assembly

Q4 - Product development and MVP testing on first business clients
Private seeds are round for $ 2.5m

Q1 2018 - General Alpha version of web app and Telegram bot to be labeled and validated for crowdworkers (SPOCK)
Sales of coins

Q2 - Public beta to train artificial neural networks on labeled data, mobile apps for data labeling
Dbraincoin (DBR)

Q3 - Launch a full-fledged blockchain platform to build AI Apps with API integration for businesses

Partnership program to attract business customers, active sales phase

Q4 - Platform scaling to meet new markets with a focus on AI community and growing client base

TIM DBRAIN

Founder

Dmitry Matskevich
Supreme Exclusive Official
Entrepreneur serial, geek data. Established

2 leading Big Data companies. Sold Flocktory, a B2B AI startup, for $ 20 million in 2017

Aleksey Hahunov
Chief Technical Officer

Founder of connectome.ai and R-SEPT.
3+ years in managing R & D team at IT / AI

Ivan Gorshunov
Chief Marketing Officer

Google Apps Product Specialist at Google, Serial Entrepreneur, co-founder of «.etc» and Rutech, hosts the largest product community in the CIS.

Dima Dewinn
Chief Design Officer

Designer, founder and CEO Hal, 12+ years in visual storytelling and product development.

Counselor

Yobie Benjamin
Co-founder token.io, CTO at Clickswitch.com. VC and innovators, members of the US Federal Reserve's Rapid Task Force.

Eleanor 'Nell' Watson
Ethnicsnet co-founder, AI lecturer and Robotics Faculty Singularity University, cognitive scientist and director of AI-Robotics at AIMY Robotics. 2017 Foresight Fellow for Machine Ethics, FBCS members, FIAP, FRSA, FRSS, FLS.

Vadim Fedchin
MSc in Law and Finance, Oxford University. Member of Open Data Institute (UK), VC investor with focus on AI.

Ed Gurinovich
Founder Carprice and Carmoney, VC Investors in Artificial Intelligence.

Dean Patrick
Founder and managing partner of G2H2 Capital, solidity developer, graduate of Stanford University.

Mikhail Larionov
CTO BitGuild, former Facebook (Messenger Platform), former Disney Interactive.

For Dbrain Information please link below:

website: https://dbrain.io/

white paper: https://whitepaper.dbrain.io/roadmap/

Bounty :  (bountyhive.io/join/Dbrain)

Author: vitsexy 

ETH :  0x41A2aF6c53d03C78722cFc4536E65559D977f90d