Kaggle Dogs and Cats Dataset was used.
You can Download the Dataset here
Some of the Images Generated 
You may get different results based on the encoder used
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CaptainDredge/Variational-AutoEncoder-in-Pytorch
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Generating Cats and Dog images using Variational AutoEncoder
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