Which statement best defines variational auto-encoders?Instruction: Choose the option that best answers the question.It takes in a very noisy image and reconstructs a clean original from thatIt takes in a grayscale image and recreates it as a multichannel, color imageIt takes in a set of example images and creates a new sample imageIt takes in an image and represents it using a common distribution, generating a new image from that

The statement that best defines variational auto-encoders is: 4. It takes in an image and represents…

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