Dbrain — The blockchain platform to collectively build AI Apps

moh-rokib (49)in #dbrain • 6 years ago

Dbrain is an open blockchain platform that links crowdworkers and data scientists enabling them to transform raw data into real-world AI solutions. Crowdworkers do simple tasks of data labelling and validation, and are paid instantly in cryptocurrency for their work. Data scientists use the resulting datasets to train Neural Networks (NN) and build AI apps. Businesses use existing AI solutions or specify new ones to serve their particular needs.Dbrain automates AI production and data workflow by providing efficient tools to all parties, including a web application, a Telegram bot, and a mobile app.
Dbrain allows people to work together in secure, seamless, integrated processes for buying, designing, and building AI apps, from start to finish. use blockchain protocols and an in-house cryptocurrency to power the AI production cycle. The SPOCK protocol validates data label quality, ensuring the most accurate datasets possible. Dbrain guarantees quality of datasets without any work duplication. To align the incentives for crowdworkers, validators, AI developers, and data owners, Dbrain implements the Subjective Proof of Crowdwork Protocol (SPOCK), which validates data quality automatically and guarantees real-time, fair, transparent billing to workers and data owners.
And the PICARD protocol ensures the security of confidential data and automatically manages relations and fair revenue distribution between stakeholders. Dbraincoin (DBR) is an ERC-20 cryptocurrency to exchange for work, datasets, and AI app usage.Dbrain protects data owners’ interests and prevents leaks at all stages of AI app development. No matter who uploads data on the platform, the Protocol for Indirect Controlled Access to Repository Data (PICARD) protects datasets and AI apps 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 later on. The protocol guarantees security and trust in the Dbrain community with regards to data access control and reward distribution.
Dbrain provide scalable and accessible infrastructure to supercharge businesses with high quality AI, integrated via a convenient API.
One of the most important AI use cases is cancer detection. Deep learning models can assist pathologists in this task. A pathologist’s report serves as a basis for diagnosing many diseases. Despite the fact that pathologists study for many years in order to improve their cancer prediction skills, even today AI can detect cancer with higher accuracy than doctors can. Like in all AI models, more and better data are needed in order to improve its performance.Dbrain gives unbanked people an opportunity to raise their standard of living and become a part of global financial system due to a blockchain cross-border reach.

Dbrain connect exploding AI demand on human-labeled data with the abundant global supply of online workers. Dbrain reach 2 billion of unbanked people in low-wage countries to give them income streams in Crypto and reduce labeling costs.

Dbrain Platform

Dbrain is an open blockchain platform for turning raw data into real-world AI solutions and make AI accessible to businesses and allow anyone to earn money for their effort.
The Dbrain platform works on the Ethereum network and relies on its smart contracts and building a scalable permissioned blockchain anchored to the Ethereum network via state channels. The solution can securely process thousands of transactions per second which all involved parties can verify independently. Dbrain implement two blockchain protocols for decentralized access to the platform and an in-house cryptocurrency.
1. SPOCK protocol (Subjective Proof of Crowdwork Protocol) and
2. PICARD protocol (Protocol for indirect controlled access to repository data).

Dbrain Alpha

You can try and test Dbrain Alpha by sign up here: https://my.dbrain.ioBelow is the screenshot How Dbrain Aplha its work. (test Task to verify qualification in Labeling.)

Follow All task and you will get free Dbrain token.

For crowdworkers, Dbrain provide an opportunity to earn money for training and supervising AI networks and receive a fair share of future AI revenues securely via smart contracts. For AI developers, Dbrain will lower barriers significantly for creating commercially viable AI products and provide scalable and elastic access to accumulated datasets, unique data providers, business clients, and a distributed pool of workers who create new and process existing data.

Revenue model

Dbrain charge a 10% commission from every transaction on platform to compensate the costs of running the infrastructure and maintaining a healthy platform. The commission is much lower than those charged by the existing crowdwork platforms. The AI platform will save the clients much more than the commission we charge, because they do not have to set up any infrastructure for data labeling, AI development, training, and deployment.