I get this error 'InvalidArgumentError: input must be 4-dimensional[] [Op:Conv2D]' even though i'm sending batch(size=1) as input

Question

Here is my code: I am unable to understand which part of my code is going wrong(sending 3 dim input instead of batch) I\'m incorporating perceptual loss in pix2pix code. The