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What are some cutting edge research papers in computer vision?
In 2018, we saw novel architecture designs that improve upon performance benchmarks and also expand the range of media that machine learning models can analyze. We also saw a number of breakthroughs with media generation which enable photorealistic style transfer, high-resolution image generation, and video-to-video synthesis.
When to use images in your academic writing?
There are many good reasons to use images for your academic writing. However, most students avoid it, losing their chance to make their papers more interesting. Often, scholars don’t know that a picture or graphic can be used in their essay, thesis or research papers.
Why do you need pictures in a research paper?
To attract attention. Sometimes a graphic image can serve for attracting the attention of your readers. Such images may be included in a research paper when you write about pieces of art, cultures, etc. In such a case, images are not necessary; however, they will make your writing more entertaining and visually attractive.
How are spherical images used in computer vision?
Traditional CNNs are ineffective for spherical images because as objects move around the sphere, they also appear to shrink and stretch (think maps where Greenland looks much bigger than it actually is). The solution is to use a spherical CNN which is robust to spherical rotations in the input data.
Last Update: Oct 2021
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This image illustrates research paper on visual images.
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