bachelor thesis - University of West Bohemia, Faculty of Applied Sciences, Department of Computer Science and Engineering
The aim of this work is to develop an application that will classify a loaded image of the object (building) from a built-in mobile device or mobile camera into one of the architectural styles such as gothic, renaissance, baroque, art nouveau, functionalism, and others. The application will be designed for the mobile device or as a web application for accessibility over the Internet. The classifier used in the application will be based on convolutional neural network.
Android app: play.google.com/.../bp_android
Full thesis, which contains fine-tuned CNNs, scripts, datasets and thesis text, can be found on portal.zcu.cz