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Object Position Tracking - powered by Modzy MLOps platform for Enterprise and Edge AI

Object Position Tracking

Model by Modzy

This model can geodetically track objects in any video containing standard compliant geodetic metadata. This model uses a Siamese region proposal network (Siamese-RPN) which was trained end-to-end on large datasets to be able to track objects in any domain. The model accepts MPEG and MP4 video files packaged according to the MISB ST 0601 standard and outputs the latitude and longitude coordinates of the tracked object in each frame of the video by creating both a JSON formatted set of tracks as well as a zip archive formatted ESRI shapefile.

This model can be used to track moving objects such as people, vehicles in consecutive images or video frames.

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