THESIS
2023
1 online resource (x, 58 pages) : color illustrations
Abstract
Tourism is one of the most important components of the economy for many
countries in the world. Every year, hundreds of millions of tourists from all over the
world choose certain countries for travel and book hotels in advance taking into
account past experience. Almost every traveler whether or not travelling abroad faces
a certain lack of information during the trip especially regarding historical and
architectural monuments. And almost every tourist would like to have a personal
guide who could tell about any object of interest to him in a new city. This personal
guide is very expensive and not every tourist can afford its daily accompaniment. In
this paper, we present a new way to identify cultural and historical objects and get
their detailed description using a telegram-bot. Usin...[
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Tourism is one of the most important components of the economy for many
countries in the world. Every year, hundreds of millions of tourists from all over the
world choose certain countries for travel and book hotels in advance taking into
account past experience. Almost every traveler whether or not travelling abroad faces
a certain lack of information during the trip especially regarding historical and
architectural monuments. And almost every tourist would like to have a personal
guide who could tell about any object of interest to him in a new city. This personal
guide is very expensive and not every tourist can afford its daily accompaniment. In
this paper, we present a new way to identify cultural and historical objects and get
their detailed description using a telegram-bot. Using a telegram bot, we have
integrated an improved image retrieval system and ChatGPT to create a new way of
interaction for the tourist. To get more detailed information on any tourist object, a
tourist needs to take a photo of this object directly in the telegram bot. The telegram
bot will give the original photo of the object, a URL link to the site of the object and
immediately give a detailed description of the object generated by ChatGPT. After
that, the tourist will be able to ask ChatGPT any questions immediately in the
telegram bot, including details of the story or something else. In this work we were
using image augmentation for image retrieval to improve the accuracy. Deep
convolution neural network was used as a backbone. As a result of the experiments
conducted in the city of Tashkent, it was proved that the proposed way of interaction
for tourists is feasible and can be used in many other applications.
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