gan in a sentence
v.
📚 Grade Level: Grade 9, Grade 10
Definition
GAN (Generative Adversarial Network): A class of machine learning frameworks that consists of two neural networks, a generator and a discriminator, that compete against each other to produce realistic data, such as images.
Sample Sentences
- Generative Adversarial Networks, or GANs, are a revolutionary concept in machine learning that allows for impressive image synthesis.
- Researchers are increasingly using GANs to create realistic virtual environments in video games.
- The application of GANs in art has led to the emergence of unique, computer-generated masterpieces.
- Training a GAN often requires a significant amount of computational power due to its complex architecture.
- Despite their potential, GANs can be challenging to optimize, often leading to issues like mode collapse.