Django ImageField validation error caused by incorrect PIL installation on MAC

I kept getting a validation error in the django admin pages while trying to upload an image. The validation error said:
Upload a valid image. The file you uploaded was either not an image or
a corrupted.
I really broke my brains on this one but finally got it to work! I knew for sure that [...]