Technology for Analyzing Marine Debris Using Drones
Drone Imaging
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Drone Data Collection
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Preprocessing According to Analysis Characteristics
Coastal Debris
Floating Debris
Disaster Debris
AI Model Detection of Marine Debris by Type and Characteristics
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Aggregating quantities by type, calculating area for each location, and estimating debris weight
Performing Post-Processing Algorithms, Building Databases, and Visualizing Data
Underwater drone filming
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Frame image extraction
(Video → Image)
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Image quality enhancement
Algorithm application
Deep learning model for detecting marine debris by type and characteristics
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Establishment and visualization of a marine debris database by location
Marine debris analysis system workflow
Using various types of drones optimized for the distribution and location of marine debris, we collect data quickly and accurately.
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Based on IREM Technology Development Co., Ltd.’s proprietary expertise and established datasets, we utilize optimized AI models to detect marine debris effectively.
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We provide users with a wide range of analytical results, offering customized information such as the number of debris items and rankings by type.
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Through web platforms and APIs, analysis results are shared with partner organizations to support data visualization and dissemination.
Application of the Marine Debris Analysis Service
By installing drone stations and implementing a comprehensive marine debris analysis system, we provide an innovative approach to environmental monitoring and management.
The system detects coastal and vegetation-related disaster debris within managed areas and generates diverse information such as quantity, weight, area, and volume of debris, supporting data-driven decision-making.
“Field Demonstration of an Intelligent Video Automatic Analysis System for Marine Debris Monitoring (Doyodeung, Busan)”
