AI & DX

Applying leading AI technology represented by deep learning, our goal is to provide the solution development in wide range of fields such as image analysis/object detection, disaster prediction and time series data analysis.
We are proficient not only in deep learning libraries (e.g., TensorFlow, PyTorch) but in traditional machine learning methods (e.g., support vector machines, decision trees) , and can provide effective solution for various data sets.
We also aim to develop deep reinforcement learning technology, which has been actively researched in recent years, and provide optimization solution for various control systems with latest technology.

Category
AI Image/movie analysis
  • Development of auto object detection system using AI
  • Development of auto area discrimination system using AI
  • Development of auto text recognition system using AI-OCR
DX technologies suit for measurement/survey/inspection
  • Creation of 3D point cloud data using SfM
  • Auto generation of integrated overall pictures from two-dimensional image sequences
  • Auto detection of deteriorated part(crack, deformation) on building
  • Image analysis of gravel diameter distribution for river bed material investigation
AI weather forecast, image conversion/super-resolution
  • Spatio-temporal downscaling analysis of predicted rainfall data using AI
  • AI model development for local precipitation prediction
  • AI model development for flood/dam-inflow prediction
  • Super-resolution for meteorological satellite data (ex, distribution of Chlorophyll a) using AI
Our Projects
AI image/movie analysis
  • Vegetation classification using aerial survey data by AI
  • Auto digitizing of paper design drawing by AI-OCR
  • Infrared video analysis for distress victim detection
DX technologies suit for measurement/survey/inspection
  • Crack detection in concrete structures(e.g., open water channel ) using AI
  • Creation of 3D river cross-section data using SfM
  • Creation of unfolded tunnel drawing from image sequences captured during vehicle driving
  • Development of construction site management system using image analysis
AI weather forecast, image conversion/super-resolution
  • Development of wave prediction system using neural networks
  • Construction of AI model for flood/dam-inflow prediction
  • Development of hybrid (AI and analysis) system for flood prediction
  • Drought prediction based on meteorological data using AI

Others