Automate Tests - AI Image Recognition - WMS

[bermud]

This task is a perfect topic for master thesis in Artificial Intelligence for Image Recognition that can impact the geospatial world.

Some OGC tests require of human interaction. For example WMS test returns images. The returned images required to be checked manually. Ideally a program should be able to check for image characteristics and topology rules.

WMS is the most used standard in OGC and thousand of layers are viable worldwide

The WMS tests 1.1.1 and 1.3.0 are good examples.

The OGC testing facility can be used to exercise a test: http://cite.opengeospatial.org/teamengine

For example WMS 1.1.1 validator will prompt the following:

The work will be very useful for advancing conflation and advance analytical tools to spot geometries and topologies in images.