Abstract: Devices, systems, and methods are provided for smart shopping based on recognition of objects presented in video. A method may include identifying, by a first device, using a machine learning model using a computer vision technique, objects represented in video content; determining that an object of the objects is available for purchase using an online retail system; causing concurrent presentation of the video content and a first indication that the object is available for purchase using the online retail system; receiving, from a second device, a second indication of a user selection of the first indication, wherein the user selection is indicative of a request to present additional information associated with the object; generating, based on the request, presentation data including the additional information and an option to purchase the object using the online retail system; and causing, based on the request, presentation of the presentation data.

Abstract: Techniques for generating an interactive and dynamically updated content stream are described herein. Data assets that correspond to video segments provided by a plurality of content providers may be maintained. A video segment may correspond to a first portion of a full video segment for a piece of content from the plurality of content providers. A content stream may be generated that includes video segments provided by the plurality of content providers based at least in part on the data assets. The content stream may be presented via an application. Second input may be received via the application during presentation of the content stream that corresponds to a navigation command for displaying different content. The content stream may be updated to at least one of removing certain video segments or adding new video segments to the content stream based at least in part on the second input.