Severity measurement of disaster from social media multimodal data

The primary objective of this ICT Division, Bangladesh project is to create an annotated database containing images or videos of different types of disasters. Once the database is created this data will be used to train a deep learning module that will be able to identify what disaster is happening given an image. We intend to also improve further finetune the classification to detect the degree of severity of a disaster. Intended final product is to build a system for the ministry of Disaster management and relief that will be able to inform appropriate authority the location, type and severity of a disaster.

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