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In which application are neural networks used to generate realistic images?
Practice Questions
Q1
In which application are neural networks used to generate realistic images?
Image recognition
Generative Adversarial Networks (GANs)
Image compression
Image filtering
Questions & Step-by-Step Solutions
In which application are neural networks used to generate realistic images?
Steps
Concepts
Step 1: Understand what neural networks are. They are computer systems that mimic the way the human brain works.
Step 2: Learn about Generative Adversarial Networks (GANs). They are a special type of neural network.
Step 3: Know that GANs consist of two parts: a generator and a discriminator.
Step 4: The generator creates images, while the discriminator evaluates them to see if they look real.
Step 5: The generator improves its images based on feedback from the discriminator until the images look very realistic.
Step 6: Conclude that GANs are used in applications like creating realistic images for art, video games, and movies.
No concepts available.
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