학술논문
Finding location of a photograph with deep learning
Document Type
Conference
Source
2018 26th Signal Processing and Communications Applications Conference (SIU) Signal Processing and Communications Applications Conference (SIU), 2018 26th. :1-4 May, 2018
Subject
Language
Abstract
Finding location of a photograph is a challenging computer vision problem. In this paper, different deep learning models which finds the city where a photo was taken were studied for the cities of Turkey first time. For this purpose, a new dataset in which there are photos from 15 cities of Turkey was collected and transfer learning was performed using pre-trained deep convolutional neural network(CNN) models for image recognition on big visual datasets and those pre-trained models are compared according to their prediction performances on proposed dataset.