MEDIC: a multi-task learning dataset for disaster image classification

MEDIC: a multi-task learning dataset for disaster image classification

<p>Recent research in disaster informatics demonstrates a practical and important use case of artificial intelligence to save human lives and suffering during natural disasters based on social media contents (text and images). While notable progress has been made using texts, research on explo...

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Bibliographic Details
Main Author: Firoj Alam (14158866) (author)
Other Authors: Tanvirul Alam (14150628) (author), Md. Arid Hasan (14150631) (author), Abul Hasnat (5561213) (author), Muhammad Imran (282621) (author), Ferda Ofli (8983517) (author)
Published: 2022
Subjects:
Earth sciences
Physical geography and environmental geoscience
Information and computing sciences
Artificial intelligence
Computer vision and multimedia computation
Machine learning
Software engineering
Multi-task learning
Social media images
Image classification
Natural disasters
Crisis informatics
Deep learning
Dataset
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