"You can tell in the video she came up with the blue bag or tarp and tossed it right over the box, so she didn't even look," said Shelly Draves, who owns the home. "She was just looking for packages."
Trish Luddy, who lives near Draves, said she wishes there were video of the thief's face when she realized what was in the package.
"You keep hearing of all these people getting packages stolen," she said. "We've had packages in the past that disappeared, and we don't know if they were lost by the post office or if someone took them."
Police said the woman will be charged with a felony if someone can identify her.