According to the FBI's press release:
An important note: the FBI (and iTunes for that matter) is not collecting or storing any photos or information that you enter in the app. All data resides solely on your mobile device unless you need to send it to authorities. Please read your mobile provider’s terms of service for information about the security of applications stored on your device.
The Child ID app podcast can be downloaded for more information.