Building detection with convolutional networks trained with transfer learning

Building detection with convolutional networks trained with transfer learning

Building footprint detection based on orthophotos can be used to update the building cadastre. In recent years deep learning methods using convolutional neural networks have been increasingly used around the world. We present an example of automatic building classification using our datasets made of...

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Bibliographic Details
Main Authors: Simon Šanca, Krištof Oštir, Alen Mangafić
Format: Article
Language:English
Published: Association of Surveyors of Slovenia (Zveza geodetov Slovenije) 2021-12-01
Series:Geodetski Vestnik
Subjects:
deep learning
convolutional neural networks
classification of buildings
mask r-cnn
object detection
object segmentation
automatic classification
Online Access:http://www.geodetski-vestnik.com/65/4/gv65-4_sanca.pdf

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