Methods of artificial intelligence-assisted infrastructure assessment using mixed reality systems

A hybrid system for contactless structure inspection, the hybrid system comprising:

• a front-end module, wherein the front-end module comprises a mixed-reality headset configured to scan a surrounding area, capture images within the surrounding area, or both;
• a back-end module, wherein the back-end module comprises at least one server communicatively coupled with the mixed reality headset;
• and
• wherein the mixed reality headset creates a bounding box around the portion of the surrounding area, such that only the mixed reality headset transmits only the bounding box to the back-end module for investigation.

A method of contactless structural defect analysis, the method comprising:

• suggesting, via a front end-module, an area within a captured one or more images for an analysis;
• segmenting, via a back-end module, the image within a bounding box by creating a plurality of prediction vectors within the image, wherein the bounding box surrounds the captured one or images of the area;
• comparing, via the back-end module, the segmented image with a plurality of images from a trained data set;
• and
• calculating, via the back-end module, a likelihood of a defect within the segmented image based on the comparison with the trained data set.