What is VQA?

What is VQA?

What is VQA? VQA is a new dataset containing open-ended questions about images. These questions require an understanding of vision, language and commonsense knowledge to answer. Subscribe to our group for updates!

What is visual visual questions (VQA)?

Visual questions se- lectively target different areas of an image, including back- ground details and underlying context. As a result, a system that succeeds at VQA typically needs a more detailed un- derstanding of the image and complex reasoning than a sys- tem producing generic image captions.

How many questions are there in the VQA challenge?

The VQA v2.0 train, validation and test sets, containing more than 250K images and 1.1M questions, are available on the download page. All questions are annotated with 10 concise, open-ended answers each. Annotations on the training and validation sets are publicly available. VQA Challenge 2021 is the sixth edition of the VQA Challenge.

Does the VQA method use text in images?

However, none of the VQA methods currently utilize the text often present in the image. These “texts in images” provide additional useful cues and facilitate better understanding of the visual content.