Dbrain - Open Blockchain to Collectively Build AI Apps

We live in an age of digital change. Various changes were seen clearly how we communicate and sharing information. At this time many aspects of our lives trying to be digitized, especially in the world of finance and banking. First, the invention of technology "Blockchain" has allowed us to digitize the money in the price of cryptography, such as "Bitcoin". There are many efforts to implement the "Blockchain" technology, to achieve more financing area, however, most researchers drew their attention to the financial service or product only.

Artificial Intelligence (AI) become the next big thing. AI is all about data. The dataset used for learning machines are still labeled by hand, which takes a lot of effort. It creates a lot of friction: the quality label is not guaranteed, and the initial source data is not secured. Dbrain enables people to work together in an integrated and secure process for purchasing, designing, and building AI applications, from beginning to end.

As blockchain based innovation continues to grow and expand, we can see that one of the few areas that remain relatively untouched by the crypto wave is that of Artificial Intelligence. This is where DBrain comes in. It has been described online as a blockchain platform that allows developers to collectively build AI Apps in a quick and streamlined manner.

WHAT IS Dbrain
Dbrain is an open platform that connects scientists blockchain crowd worker and data that allows them to transform raw data into real-world solutions AI. People crow perform a simple task to label and data validation and directly paid in crypto for their work. Scientists use the data generated a dataset to train Neural Networks (NN) and building AI applications. Business solutions using existing AI or define a new one to meet their special needs. Dbrain automating production workflows AI and data by providing an efficient tool for all parties, including Web applications, bots Telegram, and mobile applications.

Blockchain technology helps us meet the many challenges of the current AI. By using these blockchains, Dbrain can confidently manage the labeling of high-quality data, security issues, intellectual property rights, and international micropenis. By using the existing infrastructure of commercial computing, Dbrain can build an affordable and scalable toolkit for developing and implementing AI applications.

Dbrain blockchain and cryptocurrency protocol using in-house to turn on AI production cycle. Spock protocol label validates the quality of data, ensuring the most accurate data collection. PICARD protocols ensure the security of confidential data and automatically manage relationships and equitable income distribution among stakeholders. Dbrain coin (DBR) is cryptocurrency ERC-20 in exchange for work, datasets, and the use of AI applications.

Anyone who has a connected device can join Dbrain and got a part in building industry 4.0. Dbrain Platform connects exploding demand for data AI with labels hand with an abundant supply of global maneuvers. In particular, Dbrain reaches 2 billion people who are not educated in countries with lower wages, offer cardiac crypto revenue in exchange for labeling data and validation. Integrating this global workforce into its platform, Dbrain provides integrated security infrastructure for businesses that supercharge through AI products that are easily accessible and of high quality.

At present, AI is off limits to all but the richest and most powerful operation. AI Dbrain makes it affordable for more customers. We make AI burned by more developers. We make the AI more favorable to workers. We democratize the AI.

Class technologies already exist on the ground!
Dbrain provides scalable and accessible infrastructure for businesses AI super expensive with high-quality, integrated via an API that is easy to use.

PLATFORM
Dbrain is open blockchain platform to transform raw data into real-world solutions AI. We make the AI ​​can be accessed by the business and allows anyone to earn money for their efforts.

The platform automates most of the workflow data preparation and man-in-circles. It provides tools for labeling and user-friendly tools based on a unique web applications and bots Telegram. Blockchain protocol and internal cryptocurrency ensure transparency and equitable income distribution among all stakeholders.

AI production lines
Dbrain assesses the playing field for all participants in the market AI. For the workers of the crowd, we provide the opportunity to earn money for the training and supervision of AI network and receive a fair share of revenue in the future AI safely through intelligent contract. For developers AI, we significantly lower the barriers to creating AI product commercially viable and scalable and elastic to provide access to the data set collection, unique data provider, business clients, and a collection of distributed workers who create new data and processes. We enable data providers to monetize the data set and the current data. For businesses, we offer a range of solutions, integration, and custom turnkey AI's specific needs.

Blockchain and crypto
Platform Dbrain working on Ethereum network and rely on smart contract. We are building a blockchain that can be applied easily to the Ethereum network through state channels. Our solution can securely process thousands of transactions per second in which all parties involved can be verified independently. We apply two blockchain protocol for decentralized access to our platform and cryptocurrency at home.

Protocol SPOCK
To align the incentives of crowd worker, validator, AI developer and owner of the dataset, Dbrain applies Subjective Crowdwork Proof Protocol (Spock), which automatically verifies data quality and ensure real-time billing, fair and transparent to workers and the requesting task.

All tasks are performed in the platforms work Dbrain require validation by the labeler much more random. The Validator does the same job for the simplest tasks such as image classification, or confirm the truth of a complex task. When the majority of the validator agreed on the quality of the task, the original workers receive payment and a higher ranking. Workers get a lower rating, and no payment for the task rejected.

Validator approves bad results, if any, was punished by the rating significantly reduced. Such a system does not discourage validator thorough as suspicious, because when they do, they receive a higher rating. However, it really makes the respondent is not valid because it received the wrong results.

With validator motivated to receive good results and even more motivated to reject the bad results, the best strategy for workers are doing their best and give the correct result, while the validator is the best strategy to receive the correct result. Such behavior is a Nash equilibrium in the game and the payoff is made-up.

We have several requirements for the assessment and validation of the system in order to process task completion and validation tasks in real time:
Online calculation. We need to evaluate the work because they only use public data stored in smart contract Ethereum and blocked are allowed to be accessed by the requester and the workers concerned.
Transparency. All changes to rating and billing the event should be visible to requesters online jobs and workers.
The reproducibility. Calculations should be simple enough so that the parties involved can multiply independently.
Providing incentives. The system should motivate workers to behave in a diligent and conscientious, with reward and punishment either.

Protocol PICARD
Protocols for controlled access indirectly to the data repository (PICARD) protects the data collection and application of AI in Dbrain platform and allows the data to train scientists AI models using datasets without downloading it, and to sell the AI ​​solutions to business clients later. This protocol allows scientists data for contract work and also contribute to the collection of data belonging to the community and the public kernel. It also allows participation in the competition as a challenge Kaggle openly revealed.

To ensure the safety dataset and intellectual property rights, we implement strict access control during training and implementation of the model. During the training, we only charge a fee to calculate the time but does not allow external access during the calculation. To protect against data leakage through this channel, we also do not allow developers who do not have a data set to download the trained model without additional validation or permission from the owner (ie., A person can simply copy the raw input data as output model). The owners of data and models must approve the indirect use of their intellectual property in a derivative work and may ask for the division of revenue in the future or immediate payment for it.

We record every access to the data and the model API as a transaction in our personal blockchain. The whole history of access available to owners of datasets and models. The owners really can restrict access to data. However, a much more interesting scenario is not controlled direct access to datasets and models. Each developer can create new and better models or existing mix with some secret sauce and sell the result as a new API on the platform. Owners can set a public price data and their models and register publicly at Dbrain platform. As an alternative, the data owner and the model of existing and new developers can approve the distribution of revenue from the product. Our access control very detailed record of history into a great book that can be audited by a third party,

Dbrain coin (DBR)
Dbrain coin (DBR) is implemented as a standard token ERC20. The total number of existing Dbraincoin is fixed. We use the coins as currency our internal used by the participants to pay and accept the use of the data, the use of AI applications and applications on the platform.

Dbrain HOW TO WORK
AI supported by blockchain and has DBR cryptocurrency.
Dbrain connect all parties and integrate all stages of development and application of AI App easily into a single product that democratize AI.

Cryptocurrency Blockchain internal protocols and provide transparency and equitable income distribution.

Spock protocol validates the quality labeling, achieve accuracy at the edge of the possible. PICARD secures personal and confidential data security and future income for the owner of the data.

Dbrain coin (DBR) is the internal currency used to pay for and receive the data usage, the use of AI and applications on the platform.

MEET THE PRODUCT
Label images to AI and get Crypto. Make a simple task on the label image and data validation, and get paid directly by Dbraincoins (DBR) and drag your earnings anytime.

web applications
Dbrain web applications that integrate with Ethereum (Dapp) provides an intuitive tool for labeling data and validation tasks to workers crowd workers. The Complex user interface allows crowd worker to perform advanced tasks, such as image label for classification and regression, annotation objects with the bounding box and segmentation mask.

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

Dbrain Is the best team in building an AI chatbot application. We have implemented a previous experience to build chatbot Icon8 on labeling issues the data and create a new platform Dbrain Bot Telegram.

Mobile applications
The mobile application is a great tool to create a new data - video, audio, photos, acceleration, GPS coordinates and touch input. Our application will allow users a platform to become a provider of data and get additional Dbraincoin.

ICO
Info Token:
Ticker: DBR
Platform: Ethereum
Token Type: ERC20

Price:
1 DBR = 2 USD
Menerima: ETH, BTC
Soft cap: 5.000.000 USD
Hard cap: 40.000.000 USD

Time Pre-sales: December 15, 2017 - March 31, 2018
Public sales: 1 APR 2018 - 28 APR 2018
Whitelist / KYC: Whitelist & KYC
Country: Russia

For More Information, Please Visit:
Website: https://dbrain.io/
Whitepaper: https://whitepaper.dbrain.io/
Telegram: https://t.me/joinchat/BSBzPk1gyw5grXyvBslXdg
Facebook: https://www.facebook.com/dbrainio
Twitter: https://twitter.com/dbrainio
Medium: https://medium.com/@dbrainio
Linkedin: https://linkedin.com/company/dbrainio/
Reddit: https://reddit.com/r/dbrain
Github: https://github.com/dbrainio

TEAM
Who is behind Dbrain (DBR)?

The key name associated with this project include Dmitry Matskevich (Chief Executive Officer), he describes himself as a data geek who in the past have established leading companies such Flocktory.com Big Data.

Similarly, Aleksey Hahunov is the Chief Technical Officer for Dbrain. In the past, he also worked for companies such as Connectome.ai & R-SEPT. And many more names are a reliable person in this field.

CONCLUSION
With the market booming AI and generate high interest, it is estimated that in the years to come, there will be a large number of new jobs created in this sector alone. Therefore, now is the right time for you to get involved and join in, all at once you could see this as an opportunity to gain through ICO offered by Dbrain. JOIN NOW !!!

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