The Blockchain solution to label data and build AI Applications.
Artificial Intelligence becomes something more than technology. Machines are already helping us with the different sorts of work. Terabytes of data are collected, processed and used by AI. In the near future we can face with the “Terminator” scenario, but fortunately, our AIs will be more decent. Another thing is to make really smart platforms, which can help the humanity with ordinary basic operations. Of course, it’s an extremely different vector from the robot building, but it has got a lot of potential. In the twenty-first century, AI techniques have experienced a revival following concurrent advances in computer power, enormous quantum of data, and theoretical comprehension. AI tools and features have become an essential part of the technology industry, assisting to solve many complicated problems in computer science.
Essence of the project
Dbrain, is a new startup that’s aiming to make sure that if people are going to be replaced by machines, they can at least get paid to train their replacements. Dbrain allows people working jointly in secure, seamless, integrated processes for buying, designing, and building AI apps, from start to finish.
It’s fully open blockchain platform that connects crowdworkers and data academics enabling them to transform raw data materilas into real-world AI solutions. Now the scientist’s ideas will be quickly introduced and implemented. Crowdworkers do simple tasks of data labelling and validation, and are paid instantly in cryptocurrency for their work. Data academics 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.
Inside the tech
It’s definitely not a secret, why the decision of blockchain using was born. It can guarantee the security and safety of the data. If we are talking about Dbrain, we can single out that blockchain basement serves it to meet many of AI’s current challenges, such as high-quality data labelling, intellectual property rights, and international micropayments. Working on the Etherium network provides the effectiveness and secure process of the thousands of transactions.
Protocols
There are also 2 blockchain protocols integrated into the platform. First one is SPOCK protocol and means the Subjective Proof of Crowdwork Protocol.
To recap, SPOCK will provide:
- GO term information
- Interproscan information
- PANTHER information
- PFAM information
- BLAST information (forward and reverse)
- Functional assignments curated by phylogenetic inference
- PFAM domains mapped onto the phylogeny
- Phylogenetic-based score of the functional-candidate pair assignment.
Another technology which is used here is PICARD protocol or The Protocol for indirect controlled access to repository data. It enables data academics to teach AI models using the datasets without downloading them, and to sell AI solutions to business clients later. The protocol provides data scientists to work on a contract basis as well as to contribute to community-owned datasets and public kernels. It also allows participation in Kaggle-like competitions on openly listed challenges. In a nutshell, the combination and usability of these two protocols affords Dbrain to fully open all its potential and reach the maximum level of efficiency.
You can also see Dbrain in comparison with the other services below.
Introductory information
Project name: Dbrain
Token ticker: DBR
Website: https://dbrain.io/
Whitepaper: https://whitepaper.dbrain.io/introduction/
Twitter https://twitter.com/dbrainio
Тelegram: https://t.me/joinchat/BSBzPk1gyw5grXyvBslXdg
Facebook: https://www.facebook.com/dbrainio
ANN: https://bitcointalk.org/index.php?topic=3013840.0
Author: https://bitcointalk.org/index.php?action=profile;u=980049
Summarizing, we can single out, that Dbrain is going to be a successful project, as predicted. The results will not be long in coming. So let's see what events will happen in a future time.
Nice review, thanks for sharing, project really seems promising.
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