If versioning is enabled for a bucket, deleted objects are saved to the Deleted Objects list. You can recover objects from the Deleted Objects list. For details, see Undeleting an Object.
If versioning is not enabled, deleted objects cannot be recovered.

Can Deleted Data Be Recovered?