For an input image of a person, a set of object proposals are generated in the form of bounding boxes. A pose detector identifies coordinates in the image corresponding to locations on the person's body, such as the waist, head, hands, and feet of the person. A convolutional neural network receives the portions of the input image defined by the bounding boxes and generates a feature vector for each image portion. The feature vectors are input to one or more support vector machine classifiers, which generate an output representing a probability of a match with an item. The distance between the bounding box and a joint associated with the item is used to modify the probability. The modified probabilities for the support vector machine are then compared with a threshold and each other to identify the item.

Methods, computer-readable media, software, and apparatuses may assist a consumer in unsubscribing from unwanted mailing list traffic and email based relationships. A consumer's discovered accounts and subscriptions may be listed and displayed to the consumer. For each identified account or subscription, an unsubscribe and deletion action may be determined and automated for the consumer.

A system that incorporates teachings of the present disclosure may include, for example, a media content processor having a controller adapted to detect an event associated with recorded media content derived from one among a plurality of media content sources, select a communication device of a subscriber of the media content processor, retrieve a portion of the recorded media content, generate a notice describing the event, and transmit the notice with the portion of the recorded media content to the communication device. Other embodiments are disclosed.

Methods, computer-readable media, software, and apparatuses may assist a consumer in unsubscribing to unwanted mailing list traffic and email based relationships. A consumer's discovered accounts and subscriptions may be listed and displayed to the consumer. For each identified account or subscription, the unsubscribe method may be determined and automated for the consumer.

Various aspects of the disclosure are directed to content rendition generation. Sets of disparately-formatted media content are reformatted into corresponding renditions of media content having a common format. The common format includes device-indeterminate ID linking data that links respective portions (e.g., assets or a structural component including the assets) of each rendition with the common format to corresponding portions of the disparately-formatted media content. For each rendition, reformatted assets are generated in which each reformatted is specific to one of a plurality of disparate types of devices, based upon characteristics of the disparate device types. Access to the portions of disparately-formatted media content and/or the assets within the portions of disparately-formatted media content is tracked, based on the linking data.

Methods, computer-readable media, software, and apparatuses may assist a consumer in unsubscribing from unwanted mailing list traffic and email based relationships. A consumer's discovered accounts and subscriptions may be listed and displayed to the consumer. For each identified account or subscription, an unsubscribe and deletion action may be determined and automated for the consumer.

Provided is a device for providing an influencer mediation service including an advertiser information register receiving information about advertisers, an influencer information register receiving information about influencers, an influencer information collector that collects activity information of the influencer by crawling the content posted by the influencer for each platform, an advertisement result information collection unit that collects advertisement result information of the influencer and evaluation information on the influencer, and an advertisement result information collector that generates an influencer recommendation list suitable for the advertiser based on the information collected by the advertiser information register, the influencer information register, the influencer information collector, and the advertisement result information collector and provides the influencer recommendation list to the advertiser.

Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for automated management of campaigns using scripted rules.

A smart, movable closure system that allows access to the interior from the exterior of the cabinet, is disclosed. In some embodiments, the movable structure may be coupled with a cabinet interior that is adapted to be kept at a temperature cooler than the exterior cabinet ambient temperature, for example, to store perishable consumer goods in a retail setting. In particular, the smart, movable closure system may include electronic components that display graphical renderings corresponding to one or more products stored in the retail product container. In addition, the smart, movable closure system may include a controller that, before a user opts-in, generates an opt-in invitation at the smart, movable closure system, wherein the user may interface with the system with a wireless communication device.

Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for managing application program interface calls.