Abstract: A method for steering assistance, the method may include obtaining by vehicle camera, an image of an environment of the vehicle; feeding the image to a machine learning process; outputting, by the machine learning process, road line metadata that comprises a line offset value, a line angle value, a line curvature value and a line curvature rate; and preforming a steering related response to the road line metadata.

Abstract: Embodiments are disclosed that provide dynamic creative optimization for video advertisements. In certain embodiments, a content creation system receives a request for a video advertisement from a remote computing system. The request represents attributes of a specific recipient. To generate the video advertisement, the content creation system accesses a collection of assets, such as templates and video elements, from which video content can be generated. The content creation system selects a subset of assets from the collection and combines some or all of the selected subset of assets into a composite content file. The content creation system generates (or causes another system to generate) the requested electronic video advertisement or other video content from the composite content file. The content creation system provides the generated video advertisement or other video content in response to the request that was received from the remote computing system.

Abstract: Described are systems and methods for dynamic integration and presentation of advertising content and media content. The method includes providing, by a server computing device, an advertising unit comprising a first content layer including the media content and a media player, a second content layer including the interactive advertising content, wherein the advertising content includes a virtual toy box, and an integration module. The integration module is configured to display the media content in the media player and, after determining that playback of the media content is complete, display the advertising content. The method includes transmitting, by the server computing device, the advertising unit for presentation on the remote computing device.