NCA-GENM Exam Dumps | You are tasked with building a system that generates realistic images based on both textual descriptions

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Question 150/192

You are tasked with building a system that generates realistic images based on both textual descriptions and a semantic segmentation map. The segmentation map provides spatial information about the objects present in the scene. Which of the following generative architectures is MOST appropriate for this multimodal task?

A. Vanilla Generative Adversarial Network (GAN)

B. Variational Autoencoder (VAE)

C. Conditional Generative Adversarial Network (cGAN) with both text and segmentation map as conditions.

D. Autoregressive model like PixelCNN

E. Diffusion model without conditioning

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