Abstract: In one embodiment, a method includes providing, to a client system of a user, a user interface for display. The user interface may include a first set of options for selecting an artificial intelligence (AI) task for integrating into a user application, a second set of options for selecting one or more devices on which the user wants to deploy the selected AI task, and a third set of options for selecting one or more performance constraints specific to the selected devices. User specifications may be received based on user selections in the first, second, and third sets of options. A custom AI model may be generated based on the user specifications and sent to the client system of the user for integrating into the user application. The custom AI model once integrated may enable the user application to perform the selected AI task on the selected devices.

Abstract: In one embodiment, a method includes providing, to a client system of a user, a user interface for display. The user interface may include a first set of options for selecting an artificial intelligence (AI) task for integrating into a user application, a second set of options for selecting one or more devices on which the user wants to deploy the selected AI task, and a third set of options for selecting one or more performance constraints specific to the selected devices. User specifications may be received based on user selections in the first, second, and third sets of options. A custom AI model may be generated based on the user specifications and sent to the client system of the user for integrating into the user application. The custom AI model once integrated may enable the user application to perform the selected AI task on the selected devices.

Abstract: In one embodiment, a method includes providing, to a client system of a user, a user interface for display. The user interface may include a first set of options for selecting an artificial intelligence (AI) task for integrating into a user application, a second set of options for selecting one or more devices on which the user wants to deploy the selected AI task, and a third set of options for selecting one or more performance constraints specific to the selected devices. User specifications may be received based on user selections in the first, second, and third sets of options. A custom AI model may be generated based on the user specifications and sent to the client system of the user for integrating into the user application. The custom AI model once integrated may enable the user application to perform the selected AI task on the selected devices.

Abstract: Methods, systems, and apparatus, including computer program products, for selecting resources associated with a common topic. In one aspect, a method includes selecting a first resource associated with a topic, the first resource accessed in a user session, selecting a second resource accessed during the user session, determining whether the second resource is associated with the topic, and increasing a relevance score of the second resource and the topic based on determining that the second resource is not associated with the topic.

Abstract: In one embodiment, a method for a detection server in communication with each of multiple web pages of multiple websites on multiple web servers, the detection server in communication with an ad indexing server, includes automatically accessing from the detection server a file for rendering the web page from a web server, automatically building an object model of the web page at the detection server using the accessed file, automatically scanning the object model at the detection server for one or more elements that are advertisements, automatically analyzing each scanned advertisement at the detection server to determine one or more attributes of the scanned advertisement, and automatically storing data at the ad indexing server on the determined attributes of the scanned advertisements found at the detection server to facilitate an indexing of advertisements on the web pages of the websites.