Yes, you can use fresh pumpkin. You'll need to cook, puree, and drain it first. It's important to note that canned pumpkin puree is denser than fresh pumpkin, so the texture of the muffins might be slightly different. This is my favorite canned organic pumpkin to keep on hand in the pantry so I can whip up delicious pumpkin treats quickly and easily.