NCA-GENM Exam Dumps | Consider a scenario where you're training a generative A1 model to create realistic images from text

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Question 77/192

Consider a scenario where you're training a generative A1 model to create realistic images from text descriptions. You notice that the generated images lack fine-grained details and appear blurry. Which of the following loss functions or training techniques could you employ to improve the image quality and sharpness?

A. Mean Squared Error (MSE) loss between the generated image and a downscaled version of the target image.

B. Perceptual loss, which compares the feature representations of the generated and target images in a pre-trained CNN.

C. Cross-entropy loss between the generated image and the text description.

D. Increasing the batch size during training to improve gradient estimation.

E. L1 loss between the generated image and the target image.

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