Abstract: Technology is disclosed herein for a system for aircraft navigation based on LiDAR image processing. In an implementation, a computing system onboard an aircraft receives first and second imaging data of an area of terrain from first and second imaging sensors onboard the aircraft. The computing system identifies, by a first neural network, a first location of the aircraft based on a location of a landmark identified in the first imaging data. The computing system also identifies, by a second neural network, a second location of the aircraft based on the location of the landmark identified in the other imaging data. The computing system determines a composite location of the aircraft based on the first and second locations.

Abstract: Technology is disclosed herein for part detection and augmented reality integration. A computing device displays in a user interface an image including a part. The computing device detects the part in the image and generates a parameter set based on the detection of the part in the image. In the user interface, the computing device displays an augmented reality depiction of the part overlaying the image based on the parameter set. In some implementations, to detect the part in the image, the computing device uses a neural network which is trained based on multiple images of the part in varying orientations. In some implementations, a second neural network is trained to generate a parameter set relating to the position and orientation based on the detection of the part based on parameter set data corresponding to the multiple training images.

Abstract: Technology is disclosed herein for systems and methods of SAR data processing based on generative AI models. In an implementation, a computing apparatus receives a request for information based on synthetic aperture radar data. The computing apparatus generates a prompt for a generative artificial intelligence (AI) model based on the request, wherein the prompt includes a request for processing instructions. The computing apparatus receives the processing instructions and generates a processing algorithm based on the processing instructions. The computing apparatus executes the processing algorithm on SAR data to generate a result responsive to the request.