Dbrain- A blockchain platform to collectively build AI Apps

crypbtc (6)in #cryptocurrency • 6 years ago (edited)

Artificial Intelligence (AI) is the newly spread technology that has already invaded lot of areas in the globe such as education, economy, health, transport, etc. in-fact AI is all about data. Nowadays datasets used for machine learning are still labeled by hand, which requires a lot of effort and time. This creates a lot of detrition:

labeling quality is not guaranteed
initial source data is not secured.

In order to overcome above frictions, it is introduced a new type of platform that is called Dbrain. This platform allows people to work together in secure, seamless, integrated processes for buying, designing, and building AI apps, from begin to end. Actually, it is an open blockchain platform that connects Crowdworkers and data scientists allowing them to transform raw data into real-world AI solutions. Crowdworkers have to perform simple tasks on raw data which are data labelling and validation and they will be paid instantly in cryptocurrency for their work. Data scientists will use the resulting datasets to train Neural Networks (NN) and create AI apps. Dbrain automates AI production and data workflow by providing efficient and reliable tools to all parties, including a web application, a Telegram bot, and a mobile app. Many of AI’s current challenges are faced with the help of blockchain technology. Using the blockchain; high-quality data labelling, security concerns, intellectual property rights, and international micropayments can be we confidently managed. An existing commercial computation infrastructure are being used that allows us to build an affordable, scalable toolkit for developing and deploying AI apps. An in-house cryptocurrency is powered the AI production cycle. The SPOCK protocol validates data label quality, ensuring the most accurate datasets possible. The PICARD protocol guarantees the security of confidential data and relations and fair revenue distribution between stakeholders is automatically managed.

COINS IN DBRAIN(DBR)

Dbraincoin (DBR) is implemented as a standard ERC20 token. The total number of Dbraincoins in existence is stable. It uses coins as an internal currency that participants use to pay and receive for work, data and AI application usage on the platform.

AI PRODUCTION LINE

Dbrain levels the playing field for all participants on the AI market. For crowdworkers, an opportunity is provided to earn money for training and supervising AI networks and gain a fair share of future AI revenues protectively via smart contracts. For AI developers have low barriers for creating commercially feasible AI products and provide expandable and flexible access to accumulated datasets, unique data providers, business clients, and a spread pool of workers who create new and process existing data. The platform enables data providers to give legal value to their existing datasets and live data streams. For businesses, a wide range of readymade AI solutions, integration, and customization for particular needs are offered

BUSINESS MODEL
10% commission from every transaction on Dbrain platform is charged by the developers to compensate costs of running the infrastructure and maintaining a healthy platform. this commission is much lower than those charged by the existing crowdwork platforms. It is believed that zero commissions are unsustainable for a large crowdwork platform. Those who promise to not to charge any money for the value they add either aren’t going to build a sustainable business, or aren’t telling the whole story behind, or don’t except the long run.

Dbrain AI platform will save all clients who is using this platform, much more than the commission is charged, because they do not have to set up any infrastructure for data labeling, AI development, training, and deployment.