How to remove (delete) annotation in Kubernetes

Use minus - sign at the end of the annotation in kubectl annotate.

Example:

kubectl annotate service shopping-cart prometheus.io/scrape-

Removes annotation prometheus.io/scrape from shopping-cart service.