Auto-visual data processing and insight generation systems for aircraft engines

An auto-visual data processing and insight generation system for an aircraft engine, the system comprising:

• a processor;
• a memory including instructions which, when executed by the processor, cause the system at least to:
• perform video processing on image frames, wherein the video processing includes selecting one or more frames of the image frames as one or more key frames based upon feature criteria including one or more of a change in pixels, a trend change in graphs, or a specified filter in the one or more frames;
• perform an extraction of a feature included in the one or more key frames, wherein the feature is extracted from a two-dimensional image to generate a three-dimensional model;
• identify an insight regarding the feature based on the three-dimensional model to predict performance of a component of the aircraft engine;
• verify at least one of an analytical growth model or a physical growth model based on the identified insight;
• and
• tune a design of at least a portion of the aircraft engine based on a verification of the at least one of the analytical growth model or the physical growth model.