Abstract: A food-recognition engine can be used with a mobile device to identify, in real-time, foods present in a video stream. To capture the video stream, a user points a camera of the mobile device at foods they are about to consume. The video stream is displayed, in real-time, on a screen of the mobile device. The food-recognition engine uses several neural networks to recognize, in the video stream, food features, text printed on packaging, bar codes, logos, and “Nutrition Facts” panels. The neural-network outputs are combined to identify foods with high probabilities. The foods may be packaged or unpackaged, branded or unbranded, and labeled or unlabeled, and may appear simultaneously within the view of the mobile device. Information about recognized foods is displayed on the screen while the video stream is captured. The user may log identified foods with a gesture and without typing.

Abstract: A food-recognition engine can be used with a mobile device to identify, in real-time, foods present in a video stream. To capture the video stream, a user points a camera of the mobile device at foods they are about to consume. The video stream is displayed, in real-time, on a screen of the mobile device. The food-recognition engine uses several neural networks to recognize, in the video stream, food features, text printed on packaging, bar codes, logos, and “Nutrition Facts” panels. The neural-network outputs are combined to identify foods with high probabilities. The foods may be packaged or unpackaged, branded or unbranded, and labeled or unlabeled, and may appear simultaneously within the view of the mobile device. Information about recognized foods is displayed on the screen while the video stream is captured. The user may log identified foods with a gesture and without typing.

Abstract: A mobile device, system, and method are directed towards displaying an advertisement within a navigable view on a mobile device. In one embodiment, the navigable view employs a scrollable list. In one embodiment, a capability of the mobile device is employed to determine the mechanism for displaying of the advertisement within the navigable view. In one embodiment, the display mechanism may enable the advertisement to disappear from the mobile device's display after scrolling past the advertisement. In another embodiment, the advertisement is treated as a fixed entry within the scrollable view. As a fixed entry, scrolling past the advertisement results in the advertisement disappearing from the display of the mobile device. In still another embodiment, the advertisement is treated as a continually viewable entry within the navigable view, and in another embodiment, the advertisement may bounce to a top or a bottom of the navigable view as it is scrolled.

Abstract: A mobile device, system, and method are directed towards displaying an advertisement within a navigable view on a mobile device. In one embodiment, the navigable view employs a scrollable list. In one embodiment, a capability of the mobile device is employed to determine the mechanism for displaying of the advertisement within the navigable view. In one embodiment, the display mechanism may enable the advertisement to disappear from the mobile device's display after scrolling past the advertisement. In another embodiment, the advertisement is treated as a fixed entry within the scrollable view. As a fixed entry, scrolling past the advertisement results in the advertisement disappearing from the display of the mobile device. In still another embodiment, the advertisement is treated as a continually viewable entry within the navigable view, and in another embodiment, the advertisement may bounce to a top or a bottom of the navigable view as it is scrolled.

Abstract: An apparatus is provided for automatically backing up user data from a client device and creating a user account. The apparatus includes interface logic for receiving user data from a client device, identification logic for receiving identification information associated with the device, and account logic for causing the creation of an account with a service provider, wherein account credentials for the account are based on the identification information associated with the device. In some examples, the account is created without user generated credentials (e.g., without a user entered name and password). The identification information associated with the device (or device identifier) may include a MAC address, IMEI, MSISDNI, or other suitable identifier associated with the device. The user data may include data associated with a PIM application such as contacts, calendar, notes, and the like, data associated with SMS or MMS, or with a media object.