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Geospatial Image Registration - powered by Modzy MLOps platform for Enterprise and Edge AI

Geospatial Image Registration

Model by Modzy

This model takes as input two or more photos, along with available geospatial metadata, in JPEG, PNG, TIFF, or NITF encoded RGB format, no larger than 5000 x 5000 pixels. It has two outputs: 1) the geometric transformation homography that transforms the ‘aligned’ image to the ‘reference’ image, and 2) a new GeoTIFF registered image based on the transformation information. This model can be used in remote sensing to detect changes in many phenomena such as vegetation, habitation, buildings, and vehicles. It can also be used to track traffic patterns over time, as well as activity such as construction.

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