What is AIOZ AI Network?

AIOZ is a DeepTech company, Researching and Developing (R&D) proprietary AI & Blockchain technologies for next-gen content delivery, video analytics, mobile robotics systems, smart city, and beyond.

The AIOZ AI Network is an AI ecosystem incorporating various advanced technologies, including deep learning, federated learning, blockchain smart contracts, and homomorphic encryption. Here we discuss each component's role as unique ingredients for building a comprehensive solution for distributed-based Decentralized AI.

Overview

Understanding AIOZ AI Network

The growth of Artificial Intelligence (AI) market is seemingly unabated at a remarkable rate, with a projected size of 15.7 trillion dollars as early as 2030, to become one of the largest and most important markets in the world. However, the requirements for large annotated datasets, and a complex technical infrastructure have somehow driven AI development behind the closed doors of corporations.

At AIOZ, We aim to create a decentralized Optimization ecosystem and public AIOZ.AI protocol, where developers and consumers can harmoniously collaborate to benefit each other and continuously contribute to the AI community, while putting privacy-preserving as one of the number one mission statement. With the aid of AIOZ.AI protocol, the AI algorithms not only can be trained on the untapped private data that it never has access to, but also leverage the idle processing power of individual devices (from mobile/handheld devices to desktop/PC), in which resulting more precise predictions.

Developers, who wish to experiment with AI solutions on strong GPU machines or run analytical predictions can simply create appropriate algorithms, define a training bounty, then distribute over AIOZ.AI ecosystem under decentralized blockchain smart contract to request specific user data and start the training progress by utilizing the computing power of miners on the network. Each participating node contributes to model parameter estimation without revealing any private information (i.e., only model data, no observation-level data, are exchanged across the network). Furthermore, our developers can also improve their algorithm and its predictability by the crowdsourced model trainers in the AIOZ.AI protocol.

The basic core components

AIOZ AI Network provides all the core components needed to build a distributed optimization network, including:

• cutting-edge, newly designed Machine Learning algorithms - high quality AI Research
• high-performance federated learning
• data privacy preserving
• and blockchain AI Network - Blockchain

What are the key features of AIOZ AI Network?

• Decentralized machine learning and inferencing

• Federated learning and privacy preserving

• High performance

• Ease to use

• Interoperability

Learning Path

• Build your first federated learning algorithms

  • Getting Started
  • Development
  • Deployment
  • Tutorial: Benchmark the performance of your federated learning algorithm
  • Tutorial: Debugging your machine learning model

• Dive into AIOZ AI Network

  • Architecture
  • Training

• Toolchain

  • AIOZ AI Open Source
  • AIOZ AI Benchmark

Contribute

Pull Request

• 🍴 Fork it!
• 🔀 Create your branch: git checkout -b new-branch
• 🔧 Make your changes
• 📝Commit your changes: git commit -am 'Add some feature'
• 🚀Push to the branch: git push origin new-branch
• 🎉 Submit a pull request

Issue

• Submit an issue。Any helpful suggestions are welcomed.😜

Join us!

• Twitter: https://twitter.com/aioznetwork
• Telegram: https://t.me/aioznetwork
• Medium: https://medium.com/@aioz-network