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The generated images are restricted to the training dataset, which is the whole CelebA dataset in my example case. The network attempts to learn to draw faces with glasses similar to those in the dataset. The dataset might be dominated by light-colored glasses. It is a tricky problem with regard to data-driven learning. You can separate sunglasses from the dataset If you'd like to generate faces with sunglasses explicitly.
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yes, thank you for your reply
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