Data handling and machine learning

A system comprising:

• a memory configured to store a software for a multimodal evaluation engine;
• and
• one or more processors coupled to the memory, the one or more processors configured to execute the software for the multimodal evaluation engine to cause the system to perform:
• receiving a plurality of multimodal signatures of an object of interest from one or more inspection elements, wherein the plurality of multimodal signatures comprise visible light, infrared, electromagnetic interference, and laser profilometry;
• processing the plurality of multimodal signatures to transform the plurality of multimodal signatures into one or more formats;
• generating data representations of the one or more formats;
• and
• detecting whether one or more anomalies are present within the object of interest based on the data representations.

A computer readable medium storing a software for a multimodal evaluation engine, the software being executable by one or more processors to cause the multimodal evaluation engine to perform:

• receiving a plurality of multimodal signatures of an object of interest from one or more inspection elements, wherein the plurality of multimodal signatures comprise visible light, infrared, electromagnetic interference, and laser profilometry;
• processing the plurality of multimodal signatures to transform the plurality of multimodal signatures into one or more formats;
• generating data representations of the one or more formats;
• and
• detecting whether one or more anomalies are present within the object of interest based on the data representations.