AI Image Genration, What is it?
AI Image Generation is a fairly new technology that uses AI to create pictures.
AI's are now able to recongnize what an image represents and it can tell the difference
between two different objects. The AI's used with making these pictures use two networks,
one that uses pictures of the target image to determine if the image is close to the real thing
being searched up. The other network gathers the information from the first and sends it back
to the Ai system. The system learns from the information its received and creates an image.
This is done until the AI gets a close enough match to the original image.
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What is DALLE
AI Generated images can be created using websites like craiyon (linked below). Craiyon
uses a form a AI called DALLE which uses google TRC to access a cloud of millions of images
with the caption the user types in. The process the AI goes through to make the image is
first using a decoder to turn the images into a sequence of numbers. Next it uses a model
to turn the text into an encoded image. Finally, a model that judges the quality of the
images is used to get better precision with what is typed in.
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Why this is a Huge Step for Machine Learning
This is a huge step for Machine learning because this is a step towards AI becoming part of our
everyday lives. Soon we may see AI's develop the ability to type for us and alter the way we
work. This is important for productivity because this can alter whole industries with the
development of this type of technology.
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