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An Introduction To Artificial Intelligence for GIS and Geospatial people

An Introduction To Artificial Intelligence

by Daniel ODonohue 17 min read

If you think AI solves every problem, then you’re overestimating its utility and where we’re at. However, on the other side, if you’re a business of any size, operating at least some type of technology, and you think AI can solve none of your problems — you’re also mistaken.

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Super Resolution - smarter upsampling

Super Resolution - smarter upsampling

by Daniel ODonohue 13 min read

Super-resolution originates from the computer vision domain.The quality of an image is defined by its resolution. Super-resolution gives you a better image by applying an algorithm — to get a higher resolved image. It’s like upsampling, just smarter.

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Machine learning and object detection for the rest of us

Machine learning and object detection for the rest of us

by Daniel ODonohue 9 min read

You train a detector by teaching the machine learning model what you’re looking for by giving it examples. You give examples and see how it does. If it doesn’t do well, you give it more examples. You iterate until you get good enough results.
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