Continual VQA for Disaster Response Systems. (arXiv:2209.10320v3 [cs.CV] UPDATED)

Visual Question Answering (VQA) is a multi-modal task that involves answering
questions from an input image, semantically understanding the contents of the
image and answering it in natural language. Using VQA for disaster management
is an important line of research due to the scope of problems that are answered
by the VQA system. However, the main challenge is the delay caused by the
generation of labels in the assessment of the affected areas. To tackle this,
we deployed pre-trained CLIP …

arxiv continual disaster response systems