Dbrain - Open Blockchain to Collectively Build AI Apps
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 hands over people working together in the process and is safe to buy, build, and build AI applications, from start to finish.
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.
Introducing Dbrain
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.
Products From Dbrain Platform
Web Applications
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 crowdworkers 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 Internet penetration is high, which gives us the advantage of accessing workers in the region.
Features Owned By Dbrain
AI Production Line
Dbrain rated the playing field for all participants in the AI market.
For the crowdworker, we provide the opportunity to earn money for the training and oversight of the AI network 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 AI turnkey solutions, integration, and custom for certain needs.
Blockchain and Crypto Protocol
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 our platform and home cryptocurrency.
SPOCK Protocol
To align incentives from crowdworkers, validators, AI developers and dataset owners, Dbrain implements a Subjective Proof Crowdwork Protocol (SPOCK), which automatically verifies data quality and ensures real-time, fair and transparent billing to workers and task requests.
PICARD protocol
The protocol for indirect controlled access to repository data (PICARD) protects the AI data and AI applications that exist on the Dbrain platform and allows data scientists to train AI models using data sets without downloading them, and to sell AI solutions to business clients later. This protocol enables data scientists to work on a contract basis and also contributes to public data sets and public kernels. It also allows participation in Kaggle competitions such as openly exposed challenges.
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.
Team
Members: Dmitry Matskevich - Chief Executive Officer
Alexey Hahunov - Chief Technical Officer
Ivan Gorshunov - Chief Marketing Officer
Dima Dewinn - Chief Design Officer
Pavel Doronin - Chief Operational Officer
Viktor Baybekov - Chief analyst, blockchain developer
Yuriy Aleksandrov - Architect, blockchain developer
Dmitry Ulianov - Senior data scientist
Artur Kuzin - Data scientist
Igor Rekun - Data scientist
Andrey Kiselev - Data scientist
Alexander Lyzhov - Junior data scientist
Sergey Kananykhin - Backend developer
Dmitry Dubsky - Frontend developer
David Kuryakin - Frontend developer
Danila Makarov - Designer
Gleb Sinev - Project manager
Elija Glazunov - Head of IR
Ivan Aleksandrov - IR manager
Ksenia Chabanenko - Head of Communications
Yulia Ilina - PR manager
Andy Khachaturov - Social media manager
Lena Mintz - PR manager
Natasha Dzera - Frontend developer
Advisors: Yobie Benjamin
Vadim Fedchin
Eleanor ‘Nell’ Watson
Ed Gurinovich
More Information :
Created By : berkat
Bitcointalk Profile Link : https://bitcointalk.org/index.php?action=profile;u=1111232
ETH Address : 0x665d7CBbE360B48d0F59C87FA90fE7FD29a6F859
nice article promising project, good luck.
I like this project also joined to bounty campaign...
support this ico, nice project and concept.
joined to bounty campaign and good luck bro... :)