Active Projects

Innovative AI Projects

Transforming industries with cutting-edge AI solutions in tourism, agriculture, renewable energy, smart cities, and building management

6
Active Projects
5+
Industry Partners
100%
AI-Powered
Hybrid Architecture for Real-Time Query-Based Video Instance Segmentation
Active
Computer Vision

Hybrid Architecture for Real-Time Query-Based Video Instance Segmentation

A real-time vision-language segmentation framework that combines heavy detection on key frames with lightweight mask propagation, achieving near-SOTA accuracy at 190+ FPS.

Technologies

Vision TransformersDistilBERTMobileViT-SSwin-B+2 more

Objectives

Design a confidence-guided adaptive routing system for video segmentation
Achieve real-time inference speed (30+ FPS) without sacrificing segmentation quality
+2 more objectives
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LLM for Traffic Digital Twin
Active
Smart City

LLM for Traffic Digital Twin

Using LLM to automatically generate traffic scenarios for building and optimizing city transportation digital twins.

Technologies

Large Language ModelsDigital TwinTraffic SimulationReal-time Analytics+1 more

Objectives

Build digital twin for city traffic environment
Generate realistic traffic scenarios using LLM
+2 more objectives
Partner:City Transportation Authority
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Lightweight LLM Technology for Smart Tourism
Active
LLM & Tourism

Lightweight LLM Technology for Smart Tourism

Developing a low-power LLM-based AI recommendation service for smart tourism with personalized information delivery.

Technologies

Large Language ModelsRAGEdge ComputingMobile AI+1 more

Objectives

Develop low-power LLM model engine optimized for mobile and edge devices
Enhance LLM using RAG (Retrieval-Augmented Generation) technology
+2 more objectives
Partner:Local Tourism Company
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LLM-Based Smart Farm Service
Active
Smart Agriculture

LLM-Based Smart Farm Service

Creating a lightweight LLM for wasabi smart farming optimization with sovereign AI capabilities and real-time IoT integration.

Technologies

Lightweight LLMRAGIoT SensorsEdge AI+1 more

Objectives

Develop lightweight LLM for mobile and edge computing in agriculture
Build sovereign LLM system using RAG with IoT sensor data
+2 more objectives
Partner:Agricultural Research Institute
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Establishing On-Device AI for Drone-Based Solar Panel Inspection
Active
Renewable Energy

Establishing On-Device AI for Drone-Based Solar Panel Inspection

Building a smart preventive maintenance system using on-device AI on drones for automated solar panel inspection and fault prediction.

Technologies

On-Device AIComputer VisionThermal ImagingIoT Sensors+1 more

Objectives

Deploy on-device AI directly on inspection drones
Integrate high-resolution cameras and thermal imaging
+2 more objectives
Partner:Solar Energy Company
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AI-Based Roof Edge Extraction for Solar Panel Installation
Active
Renewable Energy

AI-Based Roof Edge Extraction for Solar Panel Installation

Combining ViT and LLM technology to identify roof edges and obstacles from aerial imagery for optimal solar panel installation planning.

Technologies

Vision Transformer (ViT)Large Language ModelsEdge DetectionSatellite Imagery+1 more

Objectives

Develop ViT model for obstacle detection on roofs
Restore hidden roof areas using AI reconstruction
+2 more objectives
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Development of Data Management Technology for Sovereign AI BEMS
Active
Smart Building

Development of Data Management Technology for Sovereign AI BEMS

Using LLM to standardize and normalize diverse BEMS data for optimal building energy management with sovereign AI capabilities.

Technologies

Large Language ModelsRAGData NormalizationBEMS Integration+1 more

Objectives

Define standardized codebook for BEMS elements
Normalize diverse and unstructured building data
+2 more objectives
Partner:Building Management Systems Inc.
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