Brennan Park

Using an On-Device VLM-Based Edge Computing System for Real-Time Disaster Detection

This study aims to build an on-device edge computing system that leverages Vision-Language Models (VLMs) in place of the conventionally used Convolutional Neural Networks (CNNs) for real-time disaster detection, enabling not only the detection of disaster situations but also subs...

Using an On-Device VLM-Based Edge Computing System for Real-Time Disaster Detection

This study aims to build an on-device edge computing system that leverages Vision-Language Models (VLMs) in place of the conventionally used Convolutional Neural Networks (CNNs) for real-time disaster detection, enabling not only the detection of disaster situations but also subs...