After images, scientists taught artificial intelligence to generate unique videos based on verbal descriptions. A Chinese research group was the first in this direction with its program CogVideo. It works almost the same way as Dall-E or Imagen: first it creates a series of related pictures, and then it builds them into a logical chain to form the dynamics of the plot.
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The most popular neural network that specializes in creating images is Dall-E. First, the developers showed it a large number of pictures, photographs, and accompanying captions. Thanks to this, the system learned to "draw" based on a verbal description. It is capable of creating such realistic images that it is very difficult to distinguish them from a real photo.
Next, the neural network was taught to combine images: to use the main elements of two images to create a unique illustration.
The same operating principle applies to other systems: GauGAN 2, GLIDE, Imagen.
Types of content created by neural networks
Scientific texts
In June 2022, the developers of the GPT-3 text neural network decided to try to use this program to create a scientific publication about itself.
The researchers entered keywords, and the algorithm wrote several chapters of the paper. In some cases, the scientists made edits, but tried to stick to the rule that each section should have no more than three edits, so that human involvement in the creation of the paper was as minimal as possible.
The article is currently undergoing peer review. The researchers hope that as a result, this publication will become a shining example for various ethics committees of how artificial intelligence can help the science of the future.
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Applied tasks in specific areas
With the help of neural networks, you can create unique and high-quality content. They are capable of:
In the articles:
perform automatic rewriting of text and increase its uniqueness;
format text into spoken language, and generate written materials from audio;
create descriptions for images. This function is especially often used by large online stores that have a lot of product cards.
When working with an image:
remove the background or change parts of the illustration;
generate 3D objects from a 2D photograph;
"split" a photo into several separate layers;
adjust the color scheme of the picture;
resize images without losing quality.
In the video:
make realistic replacements for people, animals and inanimate objects;
apply masks and special effects;
clean audio tracks from extraneous noise.