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?
  1. Image recognition
  2. Generative Adversarial Networks (GANs)
  3. Image compression
  4. Image filtering

Questions & Step-by-Step Solutions

In which application are neural networks used to generate realistic images?
  • 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.
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