Abstract: The present disclosure relates to generating personalized digital content in real time based on a live user context. For example, the disclosed systems can collect a stream of digital media comprising a digital video portraying a user while the user accesses one or more websites via a client device. The disclosed systems can then analyze the digital video to identify characteristics of the user portrayed in the digital video and/or to identify objects portrayed in the digital video. The disclosed systems can then utilize a context-based machine learning model to select digital content to provide to the user based on the identified characteristics and/or objects. While the user accesses the one or more websites, the disclosed systems can modify the one or more websites to include the selected subset of digital content and provide the modified one or more websites for display via the client device.

Abstract: The present disclosure relates to generating target content, and in particular, generating target content based on source content and a plurality of re-sizing options. In this regard, preexisting source content is selected and input into a content generation engine. A focal point associated with the source content and at least one re-sizing option are selected. A focal point associated with target content, as well as the location of textual data associated with the target content are determined. Target content is generated to conform to the at least one selected re-sizing option and the determined focal point. The target content is then displayed for further modification in a user-friendly user interface.

Abstract: An advertisement is generated including a plurality of associated media streams. The advertisement complex is delivered over a computing network to a network connected video consumption device.

Abstract: Content which users may wish to receive may be distributed with interrupting content such that the use of the content on the user's receiver may be interrupted and replaced with the interrupting content. The content which the user wishes to receive may be software, audio, video, graphics or other material and the interrupting content in one embodiment of the prevent invention may be advertisements. In this way, the user's receiver may be utilized to determine when it is appropriate to interrupt the interruptible content with the interrupting content. This may provide a convenient mechanism for reduced price or free distribution of a wide variety of media currently provided only in physical form or only for free without any compensation to the content provider.