VISUAL QUESTIONING AND ANSWERING

Abstract

In general, a VQA system is an algorithm that takes a picture and natural language query about the image as input and produces natural language response as output. The nature of a multi-discipline research problem necessitates this. This is a diagnostic dataset that assesses a variety of visual reason skills. VQA features few biases and through annotations defining the type of reasoning required for each question. The dataset is used to examine a number of recent visual reasoning systems, revealing new information about their capabilities and limitations.