[Second Half of 2021 Hit products] Quality Excellence-Metabuild/AI Platform/MAI AUTO
Metabuild is a metaverse specialized
company that connects reality and the digital world.
MAI AUTO developed by MetaBuild is an AI
platform that allows beginners to easily develop advanced AI technologies
(AutoML/XAI/GAN/LSTM) using strong middleware technology know-how, big data
processing technology, and UI/UX tools to develop various AI solutions.
AI services can be easily configured by
providing data processing and AI development APIs in the cloud and on-premise
environments. It provides a UI that allows users to easily use the entire
process from data processing to AI model development, so even non-experts
without knowledge of AI development can access it.
MAI AUTO consists of tools such as big data
processing and analysis, AI model development, and UI visualization
development.
Big data processing and analysis provide
flow design and definition functions for preprocessing data, profiling for data
understanding, data structuring, data cleaning, conversion and fragmented split
data integration and reinforcement functions, data feature analysis, and
classification and regression analysis that allow easy development of data
characteristic analysis and mining technology.
It is possible to establish an automatic
learning environment for hyperparameters and performance evaluation and
analysis of various learned models through the installation of AutoML and XAI
(eXplainable AI) technology. It provides AI model fine tuning learning, optimal
model and analysis parameter recommendation, and automatic model selection
through the configuration of a "deep learning pipeline" that designs
and processes learning and evaluation based on AutoML (GAN, MLP, CNN, LSTM,
etc.). XAI (eXplainable AI) provides specific importance analysis and
dependency and proxy analysis functions.
UI visualization-based development tools
provide intuitive UI/UX for AI solution development, providing comprehensive
development tools such as data visualization, data processing flow editors with
block coding, and AI model editors. Users without AI experience can easily
organize the entire process, from preparing data that processes and analyzes
numerical, video, and text data to creating AI learning models that utilize
refined and processed data and performance evaluation. This can reduce working
time and increase efficiency by improving the existing method developed by
users themselves.
Metabuild plans to apply MAI AUTO to various fields such as medical care, manufacturing, telecommunications, transportation, smart city, safety, and logistics and to ensure AI services can be developed and maintained quickly. It will preferentially supply to clients who use Metabuild's software.
Published: 22 Dec, 2021