Peaches are a great source of vitamin A and fiber. In small, cut-up pieces the flesh of a peach is safe for your dog. But, like any food that's not a regular part of his diet, peaches can cause some stomach upset, most commonly temporary diarrhea. Don't share canned or preserved peaches with your dog.