Inteligencia artificial para la asignación automática de categorías constructivas
2018
In the article we will present a newly
developed algorithm for the automatic assignment of construction typologies using a
sample of images obtained from the regional management of the Cadastre of Castilla
y Leon, containing buildings of Salamanca town. We only use the images for classification, without taking into account data such
as the year of construction, building size or
other metadata, as this is how the cadastral
technicians work, which makes the problem
more complex. We are getting success rates
already higher than 85% with a very small
sample of images. We use Artificial Intelligence, specifically a deep learning algorithm
called Convolutional Neuronal Networks
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