Hello my friends all come back with me for sure with
the new discussion back, on the occasion of today I will discuss about DBRAIN
here we will discuss together and briefly its.
WHAT IS DBRAIN?
Dbrain is an open blockchain platform for turning
raw data into real-world AI solutions. We make AI accessible to businesses and
allow anyone to earn money for their effort.
The platform automates most of the data preparation
and human-in-the-loop workflow. It provides crowdworkers with a user-friendly
labeling and validation tool based on a unique web application and Telegram
bot. Blockchain protocols and internal cryptocurrency ensure transparency and
fair revenue distribution among all stakeholders.
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 labeling 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.
We 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. 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.
Anyone with a connected device can join Dbrain and
get a role in building Industry 4.0. Our platform connects exploding demand for
hand-labeled AI data with the abundant supply of global crowdworkers. In
particular, we reach 2 billion unbanked people in low-wage countries, offering
them cryptocurrency income in exchange for data labeling and validation.
Integrating this global workforce into its platform, Dbrain provides a secure,
unified infrastructure to supercharge businesses through accessible,
high-quality AI products.
CHALLENGES
Blockchain technology helps us meet many of AI’s
current challenges. Using the blockchain, we can confidently manage
high-quality data labelling, security concerns, intellectual property rights,
and international micropayments. Using existing commercial computation
infrastructure allows us to build an affordable, scalable toolkit for
developing and deploying AI apps.
Currently, the most important practical challenges
for widespread AI adoption are a shortage of high-quality datasets, unreliable
data security and unreliable data quality, and the lack of a common framework
shared by all parties interested in AI production.
- High-quality datasets
- Security and trust
- Abundant crowdwork supply
- Last-mile infrastructure
HOW TO WORKS
AI lifecycle powered
by blockchain and own DBR cryptocurrency, Dbrain connects all parties and
seamlessly integrates all stages of AI App development and deployment
into a single product that democratizes AI.
Blockchain protocols and internal
cryptocurrency provide transparency and fair revenue distribution. SPOCK
protocol validates the quality of labeling, reaching accuracies
at the edge of the possible. PICARD secures the safety
of private and confidential data and future revenues for data owners.
PRODUCT
The Dbrain web application integrated with Ethereum
(DApp) allows every Internet user to perform tasks, earn Crypto and withdraw it
with a single click. Telegram bot for simple data labeling and task validation
gives us access to crowdworker audience with the least imaginable friction. Our
upcoming mobile app will provide user interface for complex tasks on
smartphones and tablets and allow to collect custom data from crowdworkers.
WEB APPLICATION
The Dbrain web application integrated with Ethereum
(DApp) provides an intuitive tool for data labeling and validation tasks for
crowdworkers. The complex user interface allows crowdworkers to perform
advanced tasks, such as image labeling for classification and regression,
object annotation with bounding boxes and segmentation masks.
MOBILE APPLICATION
Mobile apps are a great tool to create
new data — video, audio, photos, acceleration, GPS coordinates and touch input.
Our app will allow any platform user to become a data provider and earn
additional Dbraincoins.
ROADMAP
TEAM
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