Could These Be Our Garden Culprits?

Last Thursday evening, Mel noticed these deer just past the fence at the back of the house. We wondered if these were the culprits guilty of eating our garden. Who knows as we have seen up to 6 around in our pasture.
This was a doe and fawn; then, later a second fawn joined them. The second one seemed to have been delayed as it had a problem deciding how to get from the 30 acres to our pasture with the fence in the way. Finally it just went under the fence.
Deer are so pretty and graceful and we don't want to hurt them, we just want them to eat things other than our garden.