MAI AUTO AI Platform
MAI AUTO is a AI platform that allows users without experience in using AI to easily develop the entire process from data preparation for numerical, image, and text data analysis to AI model learning through intuitive UI/UX.
It supports the overall learning preparation process, such as preprocessing large data, feature extraction, pattern analysis, and training dataset construction.
By applying novel AI original technologies such as AutoML and XAI to existing deep learning (CNN, LSTM, etc.) technologies, it provides fine tuning, optimal model recommendation, and result cause analysis.
MAI AUTO supports productivity improvement and AI based service development with fast and accurate data analysis.
Key Features
1. Data Analysis & AI Modeling
1) Provides easy data preprocessing
· Data Refinement, Integration, and Transformation function
· Feature Extraction/Feature Selection Algorithm
2) Provides fast data mining
· Association Analysis based on Pattern Mining
· Clustering/Classification/Regression Algorithms
3) Provides intuitive AI modeling technology
· Pipeline design function of model design/training/evaluation
· Various Deep learning models such as MLP, CNN, and LSTM
· Basic AI Model Templates for User Easy Design
2. XAI & AutoML
1) Provides explainable artificial intelligence(XAI)
· AI model interpretation using Partial Dependence Plot (PDP)
· AI model interpretation using Local Interpretable Model-agnostic Explanations (LIME)
· AI model interpretation using surrogate models
2) Provides AutoML for automated optimal AI model creation
· Optimization technology Hyperparameters such as number of neurons and learning rate, etc.
· Fine Tuning Assistant for Pretrained AI Models
3) Provides analysis result monitoring function
· Various visualizations of performance evaluation
· Visualization of performance comparison among AI models
Advantages
1. Understand data and quickly discover new insights through big data analysis
2. Design own networks using AI modeling capabilities supporting rich neural network templates
3. Create reliable models using AI model analysis technology (XAI)
4. Easily create optimal AI models through AutoML and fine-tuning technology
Company Overview
Metabuild has implemented, integrated, shared and delivered MESIM integrated middleware SW products to over 3000 organizations in the fields of Government 3.0, defense, education, finance, airport, Smart-city and others. We are aiming to be the best company by providing the high quality of middleware products to our customers.
Metabuild has been researching & development SW & IT convergence technology such as Smart-city monitoring Platform, Road incident scanning radar system, Ground Control System for unmanned aerial vehicle(UAV), M2M complex middleware and etc.
Currently we have acquired 50 technology patents throughout the world and will achieve our foremost vision to become the global leading S/W company.
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