Over the final few years in that place bring been some neat developments inward calculator vision recognition. One application for these auto learning vision recognition algorithms has been to await for patterns inward satellite images of the Earth.
For example, Onformative has developed an algorithm, called GoogleFaces, that scans satellite imagery looking for patterns that nosotros mightiness recognize equally resembling human faces. Terrapattern has besides used deep learning auto vision techniques. In their representative to expose locations which await real like from the air (share mutual geographical or urban patterns). Google's Land Lines besides demonstrates how auto learning tin orbit notice abide by in addition to recognize patterns inward abstract imagery. Land Lines allows yous to explore satellite imagery through finger or mouse gestures. Draw a trouble or blueprint in addition to Land Lines volition expose satellite imagery which contains the same shape.
While these applications are neat fun to play amongst they are exclusively demonstrations of the potential role of auto blueprint recognition when applied to satellite imagery. The applied scientific discipline genuinely has some real serious potential real-world applications. For representative Texty has trained a calculator model to search satellite imagery for testify of illegal amber mining.
Over recent years inward the Ukraine thousands of hectares of country bring been stripped inward fellowship to mine amber. In fact only about 50,000 Ukrainians are at in 1 lawsuit involved inward illegal amber mining. Texty created in addition to implemented a auto algorithm that was able to analyze hundreds of thousands of satellite images to position the locations of illegal amber mines inward Ukraine.
You tin orbit notice explore some of the results of this analysis inward Земляна проказа, a floor map nearly Ukraine's illegal amber mines. The floor map includes a pose out of satellite images of illegal mining, all of which were establish past times Texty's algorithm. If yous click on these images the spider web page cleverly turns into a map of the illegal mining location. Click on the 'x' in addition to the map closes in addition to returns yous to the floor map.
