Techniques are disclosed relating to prediction of desired information types for image scanning In some embodiments, a scanner is configured to predict a desired information type based on applications (e.g., running on a device, displayed on a device, or recently opened on a device) and / or a coarse scan of an image to detect objects in a set of object types that include information types associated with running applications. Based on a predicted information type, in some embodiments, the scanner is configured to extract information from an image and automatically display the information to a user or send the information to an application. For example, in one embodiment, the scanner may automatically extract payment information from an image of a credit card and insert the information into payment fields on a merchant web site.