Omdena Bangladesh Chapter
Omdena Bangladesh Chapter
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Automatic River Encroachment Detection in Bangladesh with Machine Learning and Remote Sensing
The Project Goals
The Project Goals
The goal of the project is to
Collect data from open-source satellite images of specific rivers of Bangladesh, such as Buriganga, Meghna, etc, and extract necessary information with remote sensing analysis.
Process the data following a systematic methodology, and do exploratory data analysis of illegally occupied river banks.
Develop an automatic encroachment detection for certain rivers and deliver geolocations of them.
Outline an AI-driven solution to improve the cautioning system for Bangladesh.
The Learning Outcomes
The Learning Outcomes
GIS Processing.
Data Preprocessing.
Data Visualizations.
Machine Learning.
Georeference API development.
Remote Sensing Analysis.
Computer Vision Detection.
Collaborative Project Management.
Leadership.
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