Identification of properties of architectures using machine learning techniques

Identification of properties of architectures using machine learning techniques

In this two-terms project, we aim at identifying some architectural properties of buildings using machine learning techniques. The properties may be the architect of the building, the era of the building, the architectural type of the building, etc. First a number of photographs of the buildings will be compiled. Then they will be analyzed using the OpenCV (Open Source Computer Vision) library and important features will be extracted. Then a machine learning method (artificial neural network) will be applied to determine the desired properties.

Project Advisor: 

Tunga Güngör

Project Status: 

Project Year: 

2017
  • Fall

Contact us

Department of Computer Engineering, Boğaziçi University,
34342 Bebek, Istanbul, Turkey

  • Phone: +90 212 359 45 23/24
  • Fax: +90 212 2872461
 

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