Abstract: Systems and methods are provided for vehicle navigation. In one implementation, a navigation system for a host vehicle may comprise at least one processor. The processor may be programmed to receive from a camera onboard the host vehicle a plurality of captured images representative of an environment of the host vehicle. The processor may provide each of the plurality of captured images to a target object analysis module including at least one trained model configured to generate an output for each of the plurality of captured image. The processor may receive from the target object analysis module the generated output. The processor may further determine at least one navigational action to be taken by the host vehicle based on the output generated by the target object analysis module. The processor may cause the at least one navigational action to be taken by the host vehicle.

Abstract: Systems, methods, and apparatuses are provided for generating a merged media playlist. A plurality of playlists is obtained, each playlist including a plurality of identifiers that identify an item of media content, such as a song. For each item of media content identified in each of the playlists, a feature value is obtained. The feature value may be, for instance, a value representing a characteristic associated with the item of media content. A feature score may be generated for each of the one or more features that is based on the number of occurrences of the feature value associated with the particular feature in a given playlist. The feature scores may then be used to generate a media content item score for each item of media content in each playlist. Based, at least on the media content item scores, a merged media playlist may be generated and ordered.