AI fundamentals · Question 48 of 60
A team needs photorealistic synthetic images as test data. Which generative technologies are suitable for such content?
2 answers are correct. Hard
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Answer
- C Generative adversarial networks, in which two networks compete against each other
- D Diffusion models, which gradually add and then remove noise
Explanation
The main technologies behind GenAI are GANs, diffusion models and transformers. GANs create highly realistic synthetic data with two competing networks, and diffusion models produce high-quality outputs by adding and removing noise. Random forests and SVM are classic ML methods for classification and not generative models.