Artificial Intelligence System For Supporting Infrastructure Management Based On Heterogeneous Multimodal Input Data

A system, comprising:

• a memory storing instructions;
• and
• a processor set communicatively coupled to the memory and configured to execute the instructions to cause the system to:
• receive multimodal input data associated with a transportation network environment, the multimodal input data comprising at least one of image data and light detection and ranging (LiDAR) data;
• identify, based on an artificial intelligence (AI) component and the multimodal input data, at least one attribute set associated with at least one infrastructure asset within the transportation network environment;
• generate, based on the at least one attribute set, output data associated with a multi-objective infrastructure management operation;
• and
• provide the output data for display via a graphical user interface rendered by a computing device.

One or more computer-readable media comprising instructions configured to be executed by a processor set to cause the processor set to perform operations comprising:

• receiving multimodal input data associated with a transportation network environment, the multimodal input data comprising at least one of image data and light detection and ranging (LiDAR) data;
• identifying, based on an artificial intelligence (AI) component and the multimodal input data, at least one attribute set associated with at least one infrastructure asset within the transportation network environment;
• generating, based on the at least one attribute set, output data associated with a multi-objective infrastructure management operation;
• and
• providing the output data for display via a graphical user interface rendered by a computing device.