Dbrain - Blockchain platform for AI
introduction
Artificial Intelligence (AI) becomes the next big thing. AI is all about data. The dataset used for machine learning is still labeled by hand, which takes a lot of effort. This creates a lot of friction: the quality of labels is not guaranteed, and the initial source data is not secured. Dbrain lets people work together in an integrated and secure process to buy, design, and build AI applications, from start to finish.
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. By using the blockchain, we can confidently manage the labeling of high quality data, security issues, intellectual property rights, and international microphones. Using our existing commercial computing infrastructure, we can build an affordable and scalable toolkit to develop and deploy AI applications.
We use blockchain and cryptocurrency in-house protocols to power the AI production cycle. The SPOCK protocol validates the quality of data labels, ensuring the most accurate data set. The PICARD protocol ensures the security of confidential data and automatically manages the relations and distribution of equitable incomes among stakeholders. Dbraincoin (DBR) is an ERC-20 cryptocurrency to be exchanged for work, datasets, and use of AI applications.
Anyone with a connected device can join Dbrain and get a role in building Industry 4.0. Our platform connects exploding demand for AI data with hand labels with an abundant supply of global maneuvers. In particular, we reach 2 billion uneducated people in low-wage countries, offering cardiac crypto income in return for data labeling and validation. Integrating this global workforce into its platform, Dbrain provides an integrated, secure, business infrastructure that is outrageous through AI products
High quality dataset
Large, high-quality datasets account for more than 80% of AI application success, making this data more important for machine learning than algorithms. The dataset is still labeled by hand and requires a lot of human effort. Regardless of size, poorly labeled datasets can negate the functionality of the Neural Network (NN) model and inhibit the progress of AI in general. Utilizing the workforce of the online crowdworkers is the most effective solution for creating large data sets. However, existing data labeling tools and platforms fail to ensure quality and fail to meet the current AI dataset demands.
Dbrain assures quality datasets without duplication of work. To align incentives for crowdworkers, validators, AI developers, and data owners, Dbrain implements the Subjective Proof Crowdwork Protocol (SPOCK), which validates data quality automatically and ensures real-time, fair, transparent billing to workers and data owners.
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 guarantees.
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.
AI production line
Dbrain rated the playing field for all participants in the AI market.
For the crowd workers, we provide the opportunity to earn money for training and supervision of AI networks and receive a fair share of future AI revenue securely through smart contracts. For AI developers, we significantly lower the barriers to creating commercially viable AI products and provide scalable and elastic access to a collection of data sets, unique data providers, business clients, and collections of distributed workers creating new data and existing processes. We enable data providers to monetize existing data sets and data flows. For business, we offer various solutions, integration,
Blockchain and crypto
The Dbrain platform works on the Ethereum network and relies on its smart contract. We are building a blockchain that can be easily applied to the Ethereum network via state channels. Our solution can process thousands of transactions per second securely so that all related parties can independently verify. We implemented two blockchain protocols for decentralized access to the platform
Dbraincoin (DBR)
Dbraincoin (DBR) is implemented as a standard token ERC20. The total number of existing Dbraincoins is fixed. We use our coins as an internal currency that participants use to pay for and accept data usage, use of AI applications and applications on the platform.
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 allows for
Revenue model
We charge a 10% commission on every transaction on our platform to compensate for the cost of running the infrastructure and maintaining a sound platform. Our commissions are much lower than those charged by the existing crowdwork platform. We believe that zero commissions can not be maintained for large crowd platforms. Those who promise never to charge money for the value they add will not build a sustainable business, or not tell the whole story, or add no real value in the long run.
Our AI platform will save our clients more than just the commissions we pay, because they do not need to set up infrastructure for data labeling, development, training, and AI implementation.
Road map
Q3 2017
Proof of concepts and research phases to determine the need for a collective AI development tool
Team assembly
Q4
Product development and MVP testing
on the first business client
Private seeds are round for $ 2.5m
Q1 2018
Alpha Public app
and Telegram bots to label and validate
data 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
TEAM
The core team and advisors have a proven track record and expertise in business development and execution, AI, DL and scalable computing solutions.
Dmitry Matskevich
Supreme Exclusive Official
Entrepreneur serial, geek data. Established 2 leading Big Data companies. Sell Flocktory.com, startup B2B AI, for $ 20 million in 2017
Chief Technical Officer
Founder of connectome.ai and R-SEPT. 3+ years in managing R & D team at IT / AI
Chief Marketing Officer
Apps Apps product specialist at Google, serial entrepreneur, co-founder of «.etc» and Rutech, hosted the largest product community in the CIS
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AUTHOR :Alfian2015
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