January 2018
Beginner to intermediate
284 pages
8h 35m
English
Content preview from Deep Learning Essentials
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Visual reasoning
Critical reasoning is often touted as one of the hardest problems for an artificial intelligence (AI) agent to solve. Visual reasoning is a special form of critical reasoning task, where the goal is to answer a question using an image. The following figure, Example of a visual reasoning problem, shows an example of a visual reasoning problem. Given the original image, two kinds of question could be posed:
- Non-relational questions: These are the questions that cater to one specific object in the image
- Relational questions: These are the questions that necessitate the knowledge of multiple objects in the image, as well as their relationship in the image:
Example of a visual reasoning problem (Source: https://arxiv.org/pdf/1706.01427.pdf ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.