Over the final few years at that spot convey been some keen developments inwards calculator vision recognition. One application for these auto learning vision recognition algorithms has been to await for patterns inwards satellite images of the Earth.
For example, Onformative has developed an algorithm, called GoogleFaces, that scans satellite imagery looking for patterns that nosotros powerfulness recognize equally resembling human faces. Terrapattern has likewise used deep learning auto vision techniques. In their instance to discovery locations which await rattling similar from the air (share mutual geographical or urban patterns). Google's Land Lines likewise demonstrates how auto learning tin discovery together with recognize patterns inwards abstract imagery. Land Lines allows you lot to explore satellite imagery through finger or mouse gestures. Draw a business or designing together with Land Lines volition discovery satellite imagery which contains the same shape.
While these applications are keen fun to play amongst they are alone demonstrations of the potential purpose of auto designing recognition when applied to satellite imagery. The technology scientific discipline genuinely has some rattling serious potential real-world applications. For representative Texty has trained a calculator model to search satellite imagery for bear witness of illegal amber mining.
Over recent years inwards the Ukraine thousands of hectares of field convey been stripped inwards companionship to mine amber. In fact only about 50,000 Ukrainians are straightaway involved inwards illegal amber mining. Texty created together with implemented a auto algorithm that was able to analyze hundreds of thousands of satellite images to position the locations of illegal amber mines inwards Ukraine.
You tin explore some of the results of this analysis inwards Земляна проказа, a even map most Ukraine's illegal amber mines. The even map includes a position out of satellite images of illegal mining, all of which were institute yesteryear Texty's algorithm. If you lot click on these images the spider web page cleverly turns into a map of the illegal mining location. Click on the 'x' together with the map closes together with returns you lot to the even map.
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