Object detection in satellite imagery using object-specific data

A computer system comprising:

• at least one computing device;
• a set of one or more computer-readable storage media;
• and
• program instructions, collectively stored in the set of one or more computer-readable storage media, for causing the at least one computing device to perform computer operations including:
• receiving, by a computing device of the at least one computing device over one or more networks, imaging data from one or more imaging sources, the imaging data being for a selected spatiotemporal dimension and indicating an object detected by at least one imaging source of the one or more imaging sources;
• obtaining, from at least one data source, object-specific data for a selected type of object and for the selected spatiotemporal dimension;
• processing, using, at least, the computing device, the imaging data and the object-specific data for the selected spatiotemporal dimension to identify whether the object detected by the at least one imaging source is misclassified as the selected type of object, the processing employing an artificial intelligence model trained to analyze the imaging data and the object-specific data;
• and
• outputting, by the computing device based on the processing, an indication of whether the object is misclassified.

A computer program product comprising:

• a set of one or more computer-readable storage media;
• and
• program instructions, collectively stored in the set of one or more computer-readable storage media, for causing at least one computing device to perform computer operations including:
• receiving, by a computing device of the at least one computing device over one or more networks, imaging data from one or more imaging sources, the imaging data being for a selected spatiotemporal dimension and indicating an object detected by at least one imaging source of the one or more imaging sources;
• obtaining, from at least one data source, object-specific data for a selected type of object and for the selected spatiotemporal dimension;
• processing, using, at least, the computing device, the imaging data and the object-specific data for the selected spatiotemporal dimension to identify whether the object detected by the at least one imaging source is misclassified as the selected type of object, the processing employing an artificial intelligence model trained to analyze the imaging data and the object-specific data;
• and
• outputting, based on the processing, an indication of whether the object is misclassified.