In posture analysis group, we conduct research on posture analysis using the open-source library OpenPose, which is a technology for skeletal detection.
Our group of transportation analysis, research works have been conducted using the traffic flow simulator, Simulation of Urban Mobility (SUMO).
Our studies include:
- Investigations on highway merging congestion and collisions using a traffic flow simulator,
- Evaluations of intersections that consider pedestrian movements
- Analyses of the causes of traffic accidents and congestion using a traffic simulator.
we improved the efficiency of model development and enhanced malware detection accuracy by performing parallel hyperparameter tuning for machine learning models.
In this study, we investigated the quality of programs automatically generated by large language model (LLM) by applying code metrics—such as the number of code steps and complexity—and static analysis tools.