| CPC B60W 60/001 (2020.02) [G06V 10/82 (2022.01); G06V 20/584 (2022.01); B60W 2420/403 (2013.01)] | 32 Claims |

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1. A navigation system for a host vehicle, the system comprising:
at least one processor comprising circuitry and a memory, wherein the memory includes instructions that when executed by the circuitry cause the at least one processor to:
receive from an image capture device associated with the host vehicle a captured image representative of an environment of the host vehicle;
identify a first segment of the captured image associated with a traffic light;
provide the first segment of the captured image to a first trained network, the first trained network being configured to generate a first output indicative of a state of the traffic light;
identify a second segment of the captured image that includes contextual information associated with the traffic light;
provide the second segment to a second trained network, the second trained network being configured to generate a second output indicative of a proposed navigational action for the host vehicle relative to the traffic light;
determine, based on both the first output from the first trained network and the second output from the second trained network a planned navigational action for the host vehicle; and
cause the host vehicle to take the planned navigational action.
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