How to figure out channel-wise mean and standard deviation for images?

@aakashns can you please help me to figure out channel wise mean and standard deviation? in the lecture, you have just hard coded the value and I have no idea of how to calculate those. I have asked the forums but it was not working. I would appreciate if you can guide me through.

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